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Paper Citation Record · LEDGER

Automated Hypothesis Validation with Agentic Sequential Falsifications

As of 15 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 12 inbound Pith citation observations for arXiv:2502.09858.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.09858 v1

Coverage vector

measured 96 of 96 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:21:06.085582Z

measured 108 of 108 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:20:34.059635Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T07:11:23.559600Z

Reference resolution

96 of 96 outbound references displayed

  • verified exact0
  • verified fuzzy36
  • unresolved58
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 094280cd-9dee-46cd-a613-4dce55a4c8b6 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.651204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.651204Z digest=sha256:7ae32231e2f5527f6b9cc64d5e11f7f2e9ffcd2009ff64e630bf31f5a92cc2b3

Observation fc12505f-d5a4-4d45-b268-7085a1e6e5d7 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.656577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.656577Z digest=sha256:ada961a375db89d216129d7c62a61733b182a7fd784cf3e0748186b30b811912

Observation 0db0f7d0-37a3-41d5-bdd9-96cabfd4f887 · outbound

This paper cites Listing 4: Relevance Checker System Prompt You are a helpful assistant trained to help scientists summarize their experiment observations.

Automated Hypothesis Validation with Agentic Sequential Falsifications Listing 4: Relevance Checker System Prompt You are a helpful assistant trained to help scientists summarize their experiment observations

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.661662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.661662Z digest=sha256:26e12902c780ea61c21b785b9fbaccb5bfb3667ca79bf894726e67de9819783d

Observation f7148157-03d0-4083-8c67-d2948372f5ea · outbound

This paper cites GRAP2 expression does not differ between tissues that are high IL-2 expressers versus those that are low IL-2 expressers.

Automated Hypothesis Validation with Agentic Sequential Falsifications GRAP2 expression does not differ between tissues that are high IL-2 expressers versus those that are low IL-2 expressers

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.703194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.703194Z digest=sha256:becb5d4eff437d3b2e78250a8eaeeb7690611402c1c90b7c3b695714c900e1b9

Observation 93d70d3f-9f92-4421-8d70-06e985c6b488 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.666835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.666835Z digest=sha256:32c1a70f1d89929c8045a565f391b40987f7ff77ac8fa404bed475666dbfd0b8

Observation b4ae805f-aeae-4ee7-86cf-640d7413d095 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.672089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.672089Z digest=sha256:1007da6236b54b39da0abe0e0aebb9e5361de91e7b2e8d4acdc9d981074fc5f4

Observation 26449729-c32e-4321-b5ab-17eedc29dfd6 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.677085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.677085Z digest=sha256:6517fcbfec5845022901b420cafa971869160a914a2455739b22e5f54ec1aaa1

Observation d3565d2b-1051-4a9f-9bd4-4ca48e6c15a5 · outbound

This paper cites Tissue-Wide Expression Correlation Test between GRAP2 and IL-2.

Automated Hypothesis Validation with Agentic Sequential Falsifications Tissue-Wide Expression Correlation Test between GRAP2 and IL-2

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.682484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.682484Z digest=sha256:cb9f5e56d73e2ee637a41f34791655083c5bc858c39afba0d1f3106fa464e9c1

Observation 5ab44a13-df57-4b8a-a2a6-da19de58fbcb · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.687875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.687875Z digest=sha256:89ab85c3d1ad690c8c1529d692b52ae6b726c94556f7fe376f6b26d28f1a6fe2

Observation 478161fe-78a3-4dd3-9e93-89b8f38976c6 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.692835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.692835Z digest=sha256:e7ff97e48c5d3390ed76868cf7bc2fc8fd02bd1d1e53c20482c5b8b9eee98b07

Observation fd570b7b-3b8d-48db-8712-4bac676bfa0b · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.698195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.698195Z digest=sha256:a45609a3ac9cf117e69e8cb5bf9079b4afd881d1ee6cb22d3d65f6d48ff6206f

Observation 43f615c1-d017-448a-9216-cc8f5210bd6e · outbound

This paper cites Gene GRAP2 regulates the production of Interleukin-2.

Automated Hypothesis Validation with Agentic Sequential Falsifications Gene GRAP2 regulates the production of Interleukin-2

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.708124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.708124Z digest=sha256:11c6c7cbc44438d9743271f00c3407949d25baee25a2ac091d22729eee4870bd

Observation 19457db8-b2c8-4185-a0da-12925e8cf3ed · outbound

This paper cites IL-2 rich.

Automated Hypothesis Validation with Agentic Sequential Falsifications IL-2 rich

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.713009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.713009Z digest=sha256:b806fe3193563078d0fe24d6971990d37bc7abf0c57994e5006b018961c997fb

Observation b21dc956-ab96-4806-9a20-7e2d6452eb6f · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.718172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.718172Z digest=sha256:49c1ba30d529225143b72b741dbcd32c74dc451fa2f57b868dac6943b7b30d11

Observation 343c2d48-142e-4670-849a-9344907ccebf · outbound

This paper cites IL-2 Pathway Co-expression Test for GRAP2.

Automated Hypothesis Validation with Agentic Sequential Falsifications IL-2 Pathway Co-expression Test for GRAP2

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.723002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.723002Z digest=sha256:3ecd8707149c2168435f06e909384a9fe755e3457af43dca6afe16d9bbcbacb2

Observation e9bd6e11-4ea6-4122-8eb2-81f3da295639 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.727761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.727761Z digest=sha256:859d1ae42ecedd109cc1db9f651b6633a9b7e588dfb11f68423fb50c183bd15c

Observation cb47a9dd-fd9c-4abb-a90a-879399483497 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.429903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.731986Z digest=sha256:5811abdc345c1a7a4eafa22b008256ed92391b45883efcdb2cb791df5d5da09b

Observation 870eafd7-d70d-496e-8ab7-161ea5072ea5 · outbound

This paper cites low-IL2 tissues.

Automated Hypothesis Validation with Agentic Sequential Falsifications low-IL2 tissues

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.414802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.736438Z digest=sha256:b0cae5ff742cf149193a9edb04b509ad40f22c0ef17ab401f9976b0dc332e45d

Observation 40730c69-f375-4b07-b5f3-79405ae4be0c · outbound

This paper cites IL-2 pathway co-expression test,.

Automated Hypothesis Validation with Agentic Sequential Falsifications IL-2 pathway co-expression test,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.399416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.740735Z digest=sha256:94dfa4934b627b70fc34378dd8eecd902bb3dd4d2335f018b93afef041270aac

Observation 3b093144-b9d2-4f71-9c0e-771dee289fd8 · outbound

This paper cites If GRAP2 does not in fact regulate IL2, then any correlation computed across tissues would be comparable to random.

Automated Hypothesis Validation with Agentic Sequential Falsifications If GRAP2 does not in fact regulate IL2, then any correlation computed across tissues would be comparable to random

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.384360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.745258Z digest=sha256:b9a329d390f1e09a18c417754e25d6fd642fe5954a13c72e115f8f7acb4d2f88

Observation 53d40f97-a1fc-4658-9bea-83b253c4e8b1 · outbound

This paper cites None used a random-gene control distribution.

Automated Hypothesis Validation with Agentic Sequential Falsifications None used a random-gene control distribution

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.368178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.749514Z digest=sha256:94d175074674c2ce225788b2164dc2efb129eff594ba07dc7d9231c79a936d0b

Observation 362ba244-5dd2-4c5c-b5f9-d945d9717975 · outbound

This paper cites if main hypothesis is null, then sub-hypothesis is also null.

Automated Hypothesis Validation with Agentic Sequential Falsifications if main hypothesis is null, then sub-hypothesis is also null

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.352758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.753835Z digest=sha256:1a01bb0b79c941e1a6ba9aadbbfefd34c0c180a324b4e24bfae18e5e56571ff7

Observation 3ac8de6d-bf70-4f81-a976-2b1303055636 · outbound

This paper cites LCP2 regulates IL-2 production.

Automated Hypothesis Validation with Agentic Sequential Falsifications LCP2 regulates IL-2 production

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.336972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.758350Z digest=sha256:abf4f5472d08b17c1f464d17146b8675d825565912e43a54965928ca857dfdc7

Observation 596783ef-22ee-48c3-9276-3bf354a06f5a · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.321933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.762458Z digest=sha256:cae43b28b8418fdb4249f438ccfc49b965aba4f82334e5197f7f04df07654032

Observation 88e09308-e99c-4041-a3e9-476b09bd6a50 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.307084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.767258Z digest=sha256:6a6f0b484951e585f12c7f4c702a76f9aac00056952bace42121314bff3c935f

Observation d6381dd6-3601-443c-87e2-de624506a8f9 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.292504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.772201Z digest=sha256:37d69d9600f0070fae68d932c02184a596da09320deb6c28d0df17dd97bf6b1c

Observation 0596e995-af4c-42fe-8135-94494c1ba9ab · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.277364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.776924Z digest=sha256:8abd4e97ec64d0928f120ba2049c1ffcf90b07b06cbcfd8af1dbdae9132781d1

Observation 0b800730-5844-4a4a-a3ec-14e281e7dbfc · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.261641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.781653Z digest=sha256:ee118ac3f84777186b9a308b8da4172b8153b7bab813af6ed2d4f7c88f3be493

Observation e6bd5ab3-1e20-426c-a30d-f55f2d1ecc9f · outbound

This paper cites This satisfies the validity requirement.

Automated Hypothesis Validation with Agentic Sequential Falsifications This satisfies the validity requirement

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.245486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.786395Z digest=sha256:9bca9a76a58617a4a0e63a4cab369c00732d50910d2321fbe29f9206f37e06d4

Observation 33c949cf-03fe-4c24-af93-f51bf09d6107 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.230901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.791095Z digest=sha256:31c67a4b4ed8248b795ee776643e38741398cb376dc57cf515cef0016a5c8259

Observation 28a14d38-4cf5-4ea4-82ce-6f20bd31bb10 · outbound

This paper cites I recommend proceeding with this final test definition.

Automated Hypothesis Validation with Agentic Sequential Falsifications I recommend proceeding with this final test definition

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.216946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.795897Z digest=sha256:130cc54789bac73226e83df947ca0ddefc40bd9e49b86ce753a407ff6772fe09

Observation 7f91839a-843b-499b-b6c2-17c0114c6b5c · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.202716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.800657Z digest=sha256:a93f92aae3393ed5ac1a93c10282a2863cf51bc0ddeee003f6b2094dc8321c41

Observation 42c4a3ea-c447-4e60-9438-0019be36da10 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.188478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.805208Z digest=sha256:b082fbc9734276660f8eb01402de308901cc72cb1c894820557a573378bd2287

Observation e3753ba9-a156-45b0-ab8f-6bfa5fc1dc6f · outbound

This paper cites The test results would significantly impact our confidence in the main hypothesis.

Automated Hypothesis Validation with Agentic Sequential Falsifications The test results would significantly impact our confidence in the main hypothesis

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.172658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.809952Z digest=sha256:3e869a17e3d15455e52d9e94847940601eda9890396fb5e5e2b099a4e0051041

Observation 626b1148-3ecd-4dec-9f21-cf84f7067f80 · outbound

This paper cites Physical protein interactions don’t always imply regulatory relationships.

Automated Hypothesis Validation with Agentic Sequential Falsifications Physical protein interactions don’t always imply regulatory relationships

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.157240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.814601Z digest=sha256:c34e52eac2854de1e8f78c3be04b53295e016ea46e935fb8342a061e83aa791e

Observation 136b4928-3a51-4b48-b0d8-5a0a9d40ee75 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.142398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.819228Z digest=sha256:39a51f2dc38af7e9d5a4a00e9a9e1798fd3a23b7f32f11980daf109788a37132

Observation d0cabdc5-392c-4c39-94fd-b9da4e02eec4 · outbound

This paper cites - It examines a different molecular mechanism.

Automated Hypothesis Validation with Agentic Sequential Falsifications - It examines a different molecular mechanism

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.127115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.823865Z digest=sha256:8ee622b35ab6a5b77baef4f31ba5e53e992b43fc184b77a694cef577d3000b39

Observation 379bdbc3-1abf-4a33-8e24-4284f0c3bb14 · outbound

This paper cites This provides a clear mechanistic link to how LCP2 might influence IL-2 production.

Automated Hypothesis Validation with Agentic Sequential Falsifications This provides a clear mechanistic link to how LCP2 might influence IL-2 production

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.112193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.828702Z digest=sha256:6b58456d73d54373ccfeed99df0e174cb50c83fcdc0dc8ca2642e11704ca19b6

Observation 2ac31c56-326c-4c5b-a641-af80ced6c95d · outbound

This paper cites If LCP2 physically interacts with known IL-2 regulators, this would provide substantial support for its role in IL-2 regulation.

Automated Hypothesis Validation with Agentic Sequential Falsifications If LCP2 physically interacts with known IL-2 regulators, this would provide substantial support for its role in IL-2 regulation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.097012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.833395Z digest=sha256:c4e4870b8ffc9a6945b9d32e74836d5c8b10ad96fdb19bac4ce37cf9ac58aa28

Observation 2cd63934-234b-430c-9af1-8cdbba989d57 · outbound

This paper cites Number of LCP2 physical interactions: {len(lcp2_interactions)}.

Automated Hypothesis Validation with Agentic Sequential Falsifications Number of LCP2 physical interactions: {len(lcp2_interactions)}

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.081698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.838009Z digest=sha256:3e05c58620817bd8e9dc4e0061de65d71cefc1b9c8e3c4c25b2f454b654cd48e

Observation 295ff8c9-107c-4180-8f35-a5ddc8f11d96 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.065493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.842774Z digest=sha256:c4a5023f6294b36faf0a16b550e349fd729c4ecc4f22473bb307a8c1462b33e4

Observation b9591373-04d2-4da8-90db-84f970ba3904 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.049189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.847496Z digest=sha256:f5c57634b44c7648c5761e3fc783c6ea3e6cc7545879fe8dbec5c25e2a2b72e6

Observation 9b097a13-bbab-4f34-a9db-ad03ca8a7f6a · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:07.032468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.852068Z digest=sha256:d772612a10858acfc79bd83f67c2a63355bef514a35a04b518784046badef339

Observation aef58acd-6b77-4ac0-84a6-86d58e9f0ff6 · outbound

This paper cites The data does not support the alternate hypothesis that LCP2 shows significant physical interactions with established IL-2 transcriptional regulators or upstream signaling proteins.

Automated Hypothesis Validation with Agentic Sequential Falsifications The data does not support the alternate hypothesis that LCP2 shows significant physical interactions with established IL-2 transcriptional regulators or upstream signaling proteins

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.016902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.856581Z digest=sha256:40673dcae4f7ce8965eb6b5da94014cf0699c39b14818ba07de38dbde48cf8aa

Observation c460067e-7125-4ba6-b73c-ce94ad58df5e · outbound

This paper cites This satisfies the key requirement.

Automated Hypothesis Validation with Agentic Sequential Falsifications This satisfies the key requirement

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:07.001907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.861287Z digest=sha256:afc5603b6f86ab0915dd07e288b9f516fedab054f80f18fb0946876efae8fcee

Observation 57f58172-8f08-4f61-8242-c668ecb7b1a8 · outbound

This paper cites 51 Automated Hypothesis Validation with Agentic Sequential Falsifications.

Automated Hypothesis Validation with Agentic Sequential Falsifications 51 Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.988013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.865853Z digest=sha256:f679e12d52804631a6f2bd45b47283d3627b037b34b67530f41a45f18164ae8d

Observation ee2522b4-fe02-4c41-be04-564026673fcc · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.973595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.870412Z digest=sha256:4044848fe1879a4af366e4416a9d7407b22d83e703de7f25f7adbe18e80dc449

Observation 4050bb56-b66e-4b36-8afe-505e0cd06151 · outbound

This paper cites Reflection: The test could be improved by:.

Automated Hypothesis Validation with Agentic Sequential Falsifications Reflection: The test could be improved by:

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.959188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.874802Z digest=sha256:9143d94a0871f13c3f95fef3d848f7639741e60f8fdabee3ac9fe62c18bce0c5

Observation 6045bbb8-0d79-4986-b03a-9d598846d35e · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.944513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.879288Z digest=sha256:65166997b01279c4ae6a9a128ee24e1029a87cc66863f4a57666e82cfb94eb66

Observation ff9ed90f-2afc-4abf-aed6-b3b866d907c2 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.929373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.884058Z digest=sha256:a8dd933af320fd661221b0d2916136ce24b26d0822a7e3b59283faab9ce7a0e6

Observation 68c202f0-46c7-44b5-bcc9-651028fa4a23 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.914073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.888785Z digest=sha256:7b810a6a726ec8e4eb368d5d8169e67ae660bb70a5a14234c68e7625d5a3e92a

Observation 5f03cb3a-f5d8-40d5-9125-40dd706eca8b · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.899423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.893402Z digest=sha256:0064f5e0ec4c0f3e1032ebb3bc350444cccbeed8e499ec7a5ed5b80cc151d14a

Observation 76b59687-db39-4ae7-aded-053ab306354c · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.883824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.897763Z digest=sha256:41e305f06b2216c49517f1d45d27dff5df7c84b2420bd94161f3e5afcb59e017

Observation 9ee6ad4a-b20b-4a64-bb42-ebaeab9ac4c6 · outbound

This paper cites Number of pLoF variants:.

Automated Hypothesis Validation with Agentic Sequential Falsifications Number of pLoF variants:

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.868695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.902275Z digest=sha256:0bc07312db8099c013dd1316ab65c169aa8031fc514521f1518fa215115c5a83

Observation cc692c07-67f8-4bb7-b1c0-b8a9d346d2f0 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.853656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.906890Z digest=sha256:39124e1708bc0bd266e753f6e9572fea839ff7263b306092033813597fd5ef9d

Observation f8f65b8d-4467-4d0f-aed3-88fd340a0da4 · outbound

This paper cites Full statistics for top association:.

Automated Hypothesis Validation with Agentic Sequential Falsifications Full statistics for top association:

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.838130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.911320Z digest=sha256:c5487732cd2da9278982a51d7d748df65e22ebda156d49301a0855fff9a9fca5

Observation a9d2a16f-c589-4bd1-bded-987619f06dd8 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.823090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.915460Z digest=sha256:862c2a24894e29648fb69a0c1b262f9e71e22a554f32d56a9a0392cf235c98bb

Observation 8fea5f48-2ad0-4603-8e03-39e3e59c639a · outbound

This paper cites Despite the strong effect size and biologically plausible direction of effect, we must maintain statistical rigor.

Automated Hypothesis Validation with Agentic Sequential Falsifications Despite the strong effect size and biologically plausible direction of effect, we must maintain statistical rigor

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.808117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.920025Z digest=sha256:af4be5b130dce76f651bfccb34f639d5f0b1c31f86af4361adfc49f59d78dff5

Observation 314da564-1524-4294-a588-25382d6c7d7a · outbound

This paper cites Therefore, the test doesn’t fully satisfy the crucial property that null main hypothesis implies null sub-hypothesis.

Automated Hypothesis Validation with Agentic Sequential Falsifications Therefore, the test doesn’t fully satisfy the crucial property that null main hypothesis implies null sub-hypothesis

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.793194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.924152Z digest=sha256:ed027e5d9d13ebe947d0e714c5c428f320db94edd542a5a18c3f895c866cbd3c

Observation 277d0018-ff9e-4bc1-a026-7af10e5d9b1f · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.778494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.928074Z digest=sha256:c707a78248c3631e58f38561fa53bf3f15472652430970cf50939abbdad876a2

Observation 1b5f568c-dccd-42b2-b1c7-3de3f2c98da4 · outbound

This paper cites expression correlation or protein interactions), it may partially overlap with the variant-phenotype associations tested in Round 3.

Automated Hypothesis Validation with Agentic Sequential Falsifications expression correlation or protein interactions), it may partially overlap with the variant-phenotype associations tested in Round 3

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.762366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.932276Z digest=sha256:33f3f5aed683c39e5e7b7a4af9bc9493210c1b2d76c116f02c1dc0b3d578a9a9

Observation f22be94d-c5fd-47ce-8ecf-e1d2b4b63e05 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.746646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.936835Z digest=sha256:a1b50d6b4675bc064f4e78390ff27fad3738e59e89d13371c2d762e5fb10238c

Observation eec60137-feac-4483-b2f6-f12fc3181ffc · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.730900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.940845Z digest=sha256:7fef075fb54dcfb1f768d7ded0d1643516c25ac92c8dad8c7a51eb5c9ce1fb7c

Observation fa490f28-582b-4ed6-94e3-0508556b0061 · outbound

This paper cites Null sub-hypothesis h_0: LCP2 expression in immune tissues is not significantly higher than in non-immune tissues.

Automated Hypothesis Validation with Agentic Sequential Falsifications Null sub-hypothesis h_0: LCP2 expression in immune tissues is not significantly higher than in non-immune tissues

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.715268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.944813Z digest=sha256:b642f6b3b664bd4ad1ed96d8a134828f4e259191f5367fd690a9df623e6519f0

Observation b5df5d76-16bb-4df8-8b2c-cf6bc6c54a5e · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.700103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.948831Z digest=sha256:5c4ee296790817d798131b6329146c52741dac2d6e2e1cffcbe598a9cdc7b99e

Observation a2c8a914-091f-4e0a-944d-24ab589e1043 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.684278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.953642Z digest=sha256:9191459404a51d71658c992def2d42b9a48827397ffae56e380d6c2ac0534365

Observation 9697d20d-c2be-4d0a-b14e-c3a9f735e521 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.668820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.958163Z digest=sha256:e78ba8acf2956df9afbc1936c7db2557e1c0c196e05d109ea11d05755906b362

Observation ba6df606-d64f-484d-986a-5ef11f9fe71f · outbound

This paper cites This refined test appears to meet all our criteria.

Automated Hypothesis Validation with Agentic Sequential Falsifications This refined test appears to meet all our criteria

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.653515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.962717Z digest=sha256:444e6a9b5bb2bf525cd1633b1f38bee3db0c2757a5a1cd231fe1ee241bcf9d9c

Observation 45eb636f-5a93-4243-b8f3-b79503504f0e · outbound

This paper cites 56 Automated Hypothesis Validation with Agentic Sequential Falsifications.

Automated Hypothesis Validation with Agentic Sequential Falsifications 56 Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.637745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.967787Z digest=sha256:45f94c484ca223573eaf1b06eba99782af03d7fd7d81e1ed127d54d852b2d9f1

Observation ce98547e-fa89-4538-9fe4-373510828379 · outbound

This paper cites However, it doesn’t directly prove regulation, which is why it’s not scored as 1.0.

Automated Hypothesis Validation with Agentic Sequential Falsifications However, it doesn’t directly prove regulation, which is why it’s not scored as 1.0

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.621728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.972670Z digest=sha256:f0413145a332b50fe90e3a21f09d14b44da84b9e3fba06f02763a86a6b4402e2

Observation 91c335a2-0dc1-436c-929d-e88df16c7b94 · outbound

This paper cites If LCP2 is not expressed in IL-2-producing cells, it would be difficult to support its role as a direct regulator.

Automated Hypothesis Validation with Agentic Sequential Falsifications If LCP2 is not expressed in IL-2-producing cells, it would be difficult to support its role as a direct regulator

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.605870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.977298Z digest=sha256:8374d8f796da3811ed36035995468bfc1699ead769a501765704994ae5d64101

Observation 4b6990f0-a64a-41a7-88c1-50da83083ed3 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.590135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.981800Z digest=sha256:167d0c8b249f7ce1d956a9795c5e03881e3d9c6be1c057fd050fe7af15ccfa01

Observation 2d3fc1dc-0552-4fc4-b0c2-1682940acd4c · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.574740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.986478Z digest=sha256:a114e2f8c497e2190370e3f38eb664f207f9936bb2bfa596f44ac1d8865222ed

Observation 21d633c7-5c10-4069-b0c0-861edf5d87a8 · outbound

This paper cites Number of unique genes: {len(unique_genes)}.

Automated Hypothesis Validation with Agentic Sequential Falsifications Number of unique genes: {len(unique_genes)}

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.559684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.991404Z digest=sha256:31b2d86c7fb47f4dbd69da454059b668694c9867bc114fe9111a073451523cb8

Observation 91bb85dd-e203-4e5c-9fee-2d256ec41580 · outbound

This paper cites Mann-Whitney U test statistic: {stat}.

Automated Hypothesis Validation with Agentic Sequential Falsifications Mann-Whitney U test statistic: {stat}

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.544791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:05.995934Z digest=sha256:ea2573f9ddcef5cec2c78d9823216943d812c32936d485c64c1ee7f0c511b71b

Observation ddf4f5cd-e88c-449c-818f-02a880a2c5c3 · outbound

This paper cites Therefore, this test doesn’t necessarily become null when the main hypothesis is null.

Automated Hypothesis Validation with Agentic Sequential Falsifications Therefore, this test doesn’t necessarily become null when the main hypothesis is null

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.529821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.000793Z digest=sha256:cc5cf6d6730b6b0db2989d2e623bbbf6d0613485d212ba290ff584101b9732c1

Observation 449cf615-559e-44f4-a758-704f379817f1 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.515298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.005770Z digest=sha256:9f71fcbc78b3b2c5da74eebe058cc55284b7c2cfcc4d691b5916be06f69c146b

Observation 0e2d8b44-0ad9-4379-80dd-5733c3349058 · outbound

This paper cites RAB39A-IL2 Expression Correlation Test.

Automated Hypothesis Validation with Agentic Sequential Falsifications RAB39A-IL2 Expression Correlation Test

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.501121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.010636Z digest=sha256:5ac5db56e45d8349782f5cba443b15bfcd1cedd81616f47f3aece013ed1a640d

Observation 7d62bc29-add2-4e21-848d-f993a588baa1 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.485884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.015282Z digest=sha256:c6c6e7972acf6fe0eee6fe3ef44c67d1ed96de4a00f544277b0f23955de70564

Observation 544b8858-e1a7-4613-a533-6f7116c982ac · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.471080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.019816Z digest=sha256:d2a143334c2ffe46bc230add8c2abeb23799dbc73efb2563dd523dc547a34dc9

Observation 52c7d4cf-d9ab-4a90-9660-8ef62fd2a6a6 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.456455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.024307Z digest=sha256:59fc4985efbf60c69e70f27dc0d94367543278d9b951fc12ed1d0dadbfe544cb

Observation 6a66d2f7-6cf8-41f7-a6d8-e883fcb75584 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.441896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.029211Z digest=sha256:82c5f2cf1dd81d7535d418deb08cf2fbc4903ecc27534b42640514867c207823

Observation b258d24e-9549-4fd2-907e-efa2c1568a17 · outbound

This paper cites This satisfies the nullity requirement.

Automated Hypothesis Validation with Agentic Sequential Falsifications This satisfies the nullity requirement

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.426548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.033908Z digest=sha256:e04e62c6aa437c23d8f6c097e55d2cc654f86a4ff17defef97438023698ed5c4

Observation 795b0081-76eb-4d03-8bd4-74fed1206da7 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.411675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.038650Z digest=sha256:42ceda1713104706204ad3ca1e641f56d41e7d38d0d159490a664b65f6298874

Observation e8a2f544-60b7-48e4-a369-3b5402af57c9 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.396888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.043405Z digest=sha256:079c87100edb65c5547fe717f2218ba0aae317da8bb74c8c8212d2fb1fc6221e

Observation 1d565871-eeee-46df-a3c8-e13ebb94836f · outbound

This paper cites This refined test appears to meet all requirements.

Automated Hypothesis Validation with Agentic Sequential Falsifications This refined test appears to meet all requirements

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.382639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.047968Z digest=sha256:198f8516dbe543e965f0cedd07e1a5efd43a10f4b434e008dd559ef9bf1f3886

Observation e679e7ee-e926-439b-ac07-300c7b4be5d6 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.368131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.052723Z digest=sha256:681835321c1b3db9de03e07a32291aa0cb7992c22dfb8acbfd3ec340a9e2a914

Observation 75c1c760-b5b8-4c7f-a41b-681ce2af3482 · outbound

This paper cites 62 Automated Hypothesis Validation with Agentic Sequential Falsifications.

Automated Hypothesis Validation with Agentic Sequential Falsifications 62 Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.351912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.057366Z digest=sha256:5e5f800544f681bc82833bc61085164b2a052cf30c228981f50a21644103b6cf

Observation 18580743-ba7a-4e81-9b59-893ef85a4506 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.333914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.062123Z digest=sha256:1ec0554571abb7e6c17b321f8ead1b115e4fc26eed091ee2a1e1e84851fce6f7

Observation 80aee795-919b-46a0-ba76-602711e13b57 · outbound

This paper cites Number of RAB39A eQTLs:.

Automated Hypothesis Validation with Agentic Sequential Falsifications Number of RAB39A eQTLs:

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T20:21:06.318342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.066876Z digest=sha256:a692113f9ca534fa4c0883b78de3f1fc0fa5dfc41d81185f6570c665b90c7e23

Observation 010f355c-d0c4-4187-a217-ad3a26aa2524 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.303707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.071781Z digest=sha256:1fe423db1901af0edf072a2a9d4f5935c22df7716c5ed2450a98978ee7847c17

Observation 3578becb-bcb6-4424-8a53-880df0c245be · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.288480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.076446Z digest=sha256:63fcde79dcf2764fc4e073d3da1615b40cba2e84a44acdbbcfaaa87c9662d8a5

Observation 53dddd2b-5310-4d02-9c4f-81377b556937 · outbound

This paper cites an unresolved cited work.

Automated Hypothesis Validation with Agentic Sequential Falsifications Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-07T20:21:06.273257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.081019Z digest=sha256:1639832f9698d66db9a6e8d3486b40fd065122331eb671e4c5ea1c4445de9c2b

Observation e885869d-e247-4e17-a0f4-db7d402a5fb5 · outbound

This paper cites sufficient evidence - PASS.

Automated Hypothesis Validation with Agentic Sequential Falsifications sufficient evidence - PASS

Reference 96

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T20:21:06.223335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T20:21:06.085582Z digest=sha256:ce473fb074735953bdc329f58474e851505859fc3d69969a6738416ae3f1247b

Observation 6e029c1d-ecb2-4935-8717-788a2bdee5d1 · outbound

This paper cites Autonomous LLM-driven research from data to human-verifiable research papers.

Automated Hypothesis Validation with Agentic Sequential Falsifications Autonomous LLM-driven research from data to human-verifiable research papers

Reference 108

Resolution
malformed identifier
no resolver link, observed 2026-08-07T20:21:05.644168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.644168Z digest=sha256:808fdf61f1ef3a0e32de1785147986b9e18e5ecf47b90166ea015a20c2e8855f

Observation 234c2a20-20f3-4497-b941-d37e8499f621 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

Automated Hypothesis Validation with Agentic Sequential Falsifications ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T20:21:05.638112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:21:05.638112Z digest=sha256:2f8fba1e387867ee03cc48ff911f09aab08a49057c396adb19a9ffebba03bce3

Pith citing papers

Observation 65b3efb8-d199-48fd-b905-f6eb8725b26d · inbound

BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research cites this paper.

BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:32.009859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:32.009859Z digest=sha256:5160d09a5865396d93590526de10de6e797bb333db542058b2cef99fd4a199e3

Observation 316cf4ae-73e1-4d8b-8336-07087f617e6f · inbound

Automating Exploratory Multiomics Research via Language Models cites this paper.

Automating Exploratory Multiomics Research via Language Models Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:36:35.146624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:36:35.146624Z digest=sha256:0785f4c421f9b08ea227364f7d62941425616d1ae5f86131c2697028d4369cec

Observation ee89f365-cd29-4422-9c52-eab8a44b4cc0 · inbound

A Multi-Layered Framework for Modeling Human Biology: From Basic AI Agents to a Full-Body AI Agent cites this paper.

A Multi-Layered Framework for Modeling Human Biology: From Basic AI Agents to a Full-Body AI Agent Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T15:32:37.404063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:32:37.404063Z digest=sha256:decf5ee11b09be79c929221ddcc277aef2880a9e75183d0ee80c98b37c6b3faa

Observation dc857d93-93ef-4b9b-ac9a-8654943fc3b0 · inbound

sciwrite-lint: Verification Infrastructure for the Age of Science Vibe-Writing cites this paper.

sciwrite-lint: Verification Infrastructure for the Age of Science Vibe-Writing Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:06:15.721881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-10T17:17:50.440245Z digest=sha256:4fbc8971c757a249fa1361bef8bcc0855afedbc950aa68d878b538ce3f080da5

Observation b13757fa-67c8-43b5-bb92-f0abaf4ded12 · inbound

VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing cites this paper.

VERITAS: A Multi-Agent Co-Scientist for Verifiable Image-Derived Hypothesis Testing Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-11T11:26:02.148498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T14:56:06.372343Z digest=sha256:08e4c9c8a32f329f816f8c88b27cda4782a9f67f9b850c46387ee0248a9bc416

Observation 5c91c1f3-35db-4fd0-8e68-5b5dd3052fde · inbound

Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery cites this paper.

Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-10T03:14:08.000766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T03:11:26.513954Z digest=sha256:64acfa9e756e7b57b952b8eb02f83a0ca39cdae9fbd4b2acfcb1a15c782be2c9

Observation 9e45d27c-971c-473f-901a-e4d58d3823c2 · inbound

Hypothesis-Driven Deep Research with Large Language Models: A Structured Methodology for Automated Knowledge Discovery cites this paper.

Hypothesis-Driven Deep Research with Large Language Models: A Structured Methodology for Automated Knowledge Discovery Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:23.562448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-12T03:40:35.629933Z digest=sha256:df35458547a6ee82275d956c6bfa8a38149e0820092c64c9d70a96b28820ccf4

Observation 22851c02-ae1d-4cba-82d0-b1676dbc1016 · inbound

Pramana: A Composable, Domain-Specific Backend for Empirical Networking Research cites this paper.

Pramana: A Composable, Domain-Specific Backend for Empirical Networking Research Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T00:06:28.740680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:06:28.740680Z digest=sha256:510b619dc3b6c4164a4dfb30899b1d03072ebd6e1c8266fa13fcce78dca6d6d6

Observation c8abc093-5d6c-4dee-bbc7-2b561658e335 · inbound

Auditing Discovery Claims: A Two-Sided Criterion for Agentic Science, with the Negative Side Decidable cites this paper.

Auditing Discovery Claims: A Two-Sided Criterion for Agentic Science, with the Negative Side Decidable Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T00:43:14.982716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T00:43:14.982716Z digest=sha256:65682821d4af1d75bfc2c35f9c6022c081665c40750272b728eaf7a8edb4b3aa

Observation b643916f-2226-439f-8ed3-16346ecdf7de · inbound

QuantumMind: Constraint-Grounded Agentic Reasoning for Speedup Analysis in Quantum Computing cites this paper.

QuantumMind: Constraint-Grounded Agentic Reasoning for Speedup Analysis in Quantum Computing Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T00:24:45.120039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T00:24:45.120039Z digest=sha256:c115f2cad4309b075cd3a79dbca16c8044d4df9dde3822ed6efb8902da4ea278

Observation b31c542d-9c5e-44c1-8a67-4ffa243a9042 · inbound

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review cites this paper.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T20:08:14.315219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:08:14.315219Z digest=sha256:0ec62a0f6214872374aac9df958a633c2f6eea908f1ed54fedbb6dada3d58849

Observation 584d83ed-91b7-4a44-9eb9-7b58a26a9f98 · inbound

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review cites this paper.

OpenCodeReview: Determinism over Non-Determinism for Cost-Effective Agent-Based Code Review Automated Hypothesis Validation with Agentic Sequential Falsifications

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T04:20:34.059635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:20:34.059635Z digest=sha256:71175826a79c56f2e0e0f78cb4862964b5c8748c94f51b356b80eb7519e5891d