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Paper Citation Record · LEDGER

Automated Hypothesis Validation with Agentic Sequential Falsifications

As of 8 August 2026, this Paper Citation Record lists 96 of 96 outbound references and 9 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 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:09:32.009859Z

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=sha256:7ca0b8843915b4dec9b78419ec79502b2596745ed3b5ff958d15ad231c4a7b22

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=sha256:7de44a04062f4ddd8481a9fcefe9fee470c26351998d11a412eeef87ddf96080

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=sha256:7bc4fa6eb9a5aa83f753c5764335550c4362d94c7b772fe8a6c221314fa46477

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=sha256:9096c8b0ff45c16b4e475fa431c257134e8a9d5ad9bab8200e68a91df0421032

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:d284148ce0fb2b12a9986ee26432e97be052e4d0065bdafa2da1beec92bad8b0

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=sha256:712e51cb08e19c4a1863a91f41e1fa666cef4bc337f000fe8db3038c5b031f1d

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:d68c87d7115f5f85df295af84c0049e63e8415afffdf37cac1a2aa307cab2ebb

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=sha256:6b768f53061ae239c7910f6c01560181c601b90ddd87b9af368d209f20a65632

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:caea04497ce297841c3dd241f2e7347d26ecb4b9ed47bd8dd789576b3465557b

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=sha256:5f92bee9d80aaf1d374f711d7804148090626c511c39e5b6635ec5ba2f5a3562

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:fbdaddbedbec81e7c5bf587921c341cddcd10d4b79025e64398c012272101d7d

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:b8696b353124c03c1ef30b98d9c25fcb56fe97c2559dcb3e92d7ba8f476e05ef

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:d536ed2054747d06b07aae1218f8e3967e4a05fc518f1f9547f9c62a84d5785e

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:b2bcc31dbd2b445ef62c80f4732f66983f44a3367d20d43de2031f9338204e6c

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:fdf0821f15265c5505c8ede13a6544c3ed20420fabe0be32da8ad4575db115c0

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:afd38fa3d7ba1c80e7bf2c24aef06284fcced34f56dec199aa15b4cc34c3e4b4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.731986Z digest=sha256:173587ac05dee5dc8bee779a77fa408d127669041bdecdfe06586b5bd7341d7f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.736438Z digest=sha256:244a56c4858db4f9fe94e143d0f8da66cfd765b61fe1c2738086411063c19659

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.740735Z digest=sha256:97d8d5fef75e1aa66610554979ea0bb769acd4e9e0c15fd3b6b3b22cbed5714b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.745258Z digest=sha256:55006ccd854be9d1f6b0434a74b9a3c091c789fb515f556f81e629e76568c232

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.749514Z digest=sha256:2d18497a337920fa8a313fcb08266f4294a4024fbf4cb02addde47fa77fb9a5f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.753835Z digest=sha256:45f93161d3fcc40bef3aec7d0847a3141c84c08f49d27a7bba24a6e5839fff3f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.758350Z digest=sha256:14c81ebdada0f10895437215f681c11d0f15760f3bbf5b88371caabeae39c43b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.762458Z digest=sha256:247950a435cc2a2e7f0daee0d97298925201afb9f4ce5e63a38ee3e7ea7de734

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.767258Z digest=sha256:080d1e43468d0d59f2ba6bf5524f82d509a12b6ff08790dda6470c913cb0fd6e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.772201Z digest=sha256:5c397758811746ba15ac810953cd971782ae624ab2d28d783225c47d053bcd12

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.776924Z digest=sha256:218b517c2b874e76fb64ea850e2ad6f5098d187a9993c1c69b8ead9ab010e469

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.781653Z digest=sha256:726b818ae57e7e4ebbf581a5510a2e1d3d749a86013a8e22e43996426c12dc1d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.786395Z digest=sha256:51432ff257a76f5c82e559960c455ad8009fd365cca79f88c6a2f5bfe8eff99a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.791095Z digest=sha256:93a675961c88012ff31e5d1792af754b5063f98044d7d7cebbdd1c6d636a240f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.795897Z digest=sha256:784559c6ca299ed8bdb9f10d8bae9d865feeb19e9857ee19ffbbf5169de73257

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.800657Z digest=sha256:eb23f833bb34247c67319a03e081e93d4d48ada7f7ced9292d38e3bc4daa273f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.805208Z digest=sha256:9b771f58dfd851bd6f06c3c6de7695067cd6471c4d08304f353b387640724ea4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.809952Z digest=sha256:46b79d08271c692e09b1a73ea9d52d7fdf66956e2d2788ad41d72c13999a5af0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.814601Z digest=sha256:b2b1eb7481c1f623016f0c8d6a70a2fe7de7126c866bfc4aefff0846e55130e9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.819228Z digest=sha256:dc441fdf4d9dc59e0f6f2fda535bb5de2bdd5e40e3568fcc598bd160e4b8418f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.823865Z digest=sha256:69dd7eec2a2e70e3eae08db4e58110049b9ec3de18742ae12d6c0d4bdca9b0a0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.828702Z digest=sha256:58a380aadb6a7b96aab2d22d33de515ce8958f6a10e1e0cb2c54288daeee1627

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.833395Z digest=sha256:e7170d1425707b5354aa5e9b1801c0472a4e441c49c0d076276c51ad0dcf4c79

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.838009Z digest=sha256:82af13503b45c3299910f658d3a04e06e30f3cecf7d78c0052708c53228bfe72

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.842774Z digest=sha256:4ff9f91873fa446f6dec2c936ea2a07f9c32b019da8275e3fa30d965a5381573

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.847496Z digest=sha256:61e61869788f427f9eba136bccc391fb4f8946e33b02ccfbaba7b08d289d6880

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.852068Z digest=sha256:591380309d90e0369b841b412fc95e320298cf0428fe823a9e94f5cd2099a32c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.856581Z digest=sha256:8e53017bd87e31c8f92a955369b0adcf34789142e537ec994ab1e91f7774195d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.861287Z digest=sha256:7a1f36cc888f2da790d5942999c5b0b376d35db4b90cc323bb45299221c0048f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.865853Z digest=sha256:663681608f59d166c6b3ca55dc4472fbe16b96b60f5f8e18c99897f788d84a21

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.870412Z digest=sha256:f2298c033c682fabbc6d577b0d77661900b51cd8ec240625903825d8671637fe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.874802Z digest=sha256:e8e01cfbec15e988b13447da69d664d65ec3c02109675606df088e97016677b9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.879288Z digest=sha256:0dffa122679f35b3d8ac16882ca0bbffb1743a5bb7025e968f2f6f231b71d1dc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.884058Z digest=sha256:85a469e1067e2015f3a8f5e71dac16474eac3d1884520cf8f69d42e29ff1802a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.888785Z digest=sha256:db6f549fab4ef259146569b21aa2871e8784c13e5b8bee7a37224182c319adf2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.893402Z digest=sha256:0fbde43883e07e3a6a741df732ad7d0dd5c78afc66a432942e7bfdd6ff681f58

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.897763Z digest=sha256:eef1e495bb215cd2f6bf48d9239831797568c3ff14d39113fd3422212f9840cc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.902275Z digest=sha256:f94d8e6788ddfc465028bd6791f1704a799ac5cecebe0ecf9cf20eb14a74e61b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.906890Z digest=sha256:cb686558d6c3666527e4a2b3e67b8ab0e4ba4e1084144c8b3661f0305b775575

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.911320Z digest=sha256:536e1cf510bdf080791c9a552d335ea3f8e22d8a75727b882ff427c41f261323

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.915460Z digest=sha256:74c1b7813758d1cd1a33b3935c8ea749c355e5cd88d67451e810a5046009bc3b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.920025Z digest=sha256:8f6c05e4aa10c925bc6b267484e8433e00d85a3503133c038d097aaf32c7b4b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.924152Z digest=sha256:427321007bc15fce752febb5ab7b5c5c45b080e64bcb297cdba949e753c39d90

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.928074Z digest=sha256:4dfd67a0b878b1000d9ed8b97643793d19f5d372793a8ab7c37fa718751a9123

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.932276Z digest=sha256:7a0a09236faf504970c9927748172c656bebc26b6d8ec80fe0b16b62f547104c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.936835Z digest=sha256:38132ebb3ced17e74002a696fa54e36a081384134f830b04081197cb4b19cdd7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.940845Z digest=sha256:14faaba93d6b888c836cd801398ca83f867f2f8c40ce6083b87f0b79f9f005e6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.944813Z digest=sha256:d567b02d5c53e2282acd3982898309fb71563c4229fcf5d2b1b1520fa2fa5e30

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.948831Z digest=sha256:87fff38b67a233950ab3a9e17b40ca7c448b716ac2ec867f7402d0c5e1142c9e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.953642Z digest=sha256:44ac3b5e592d019b6058e6b37e6989549227bd66eec533152e1fbb0339ed6580

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.958163Z digest=sha256:c7a1df0716d674181d4edc9b45bd3ad26feafabb690ea7ae8b7f4ea29b5c3258

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.962717Z digest=sha256:bcf1571297cd67fd3430619f956b2a14f249c6aecae6e3e4ccbf4d3671a60a87

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.967787Z digest=sha256:d6e345af69771eaf28b54b458ac4112c439497bb0a47c82d74556d0778d1a499

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.972670Z digest=sha256:6d35d89ac139d42785006ff26e50328fd8e60fc530a7552ed9be42b1a38e4d9e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.977298Z digest=sha256:d1bd32abeb5ade30ea08b255af825fbfbe67fcaee94133f6651535502438049e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.981800Z digest=sha256:17c53c1cf7b9c9bee146910746bcef381ba6eb7bdc5aa488b829de543a11dfa8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.986478Z digest=sha256:7fb7075c59a16bfed469a0265aaa9638b62a383a2ae869e50c05735e4d087135

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.991404Z digest=sha256:2b20145cd9965c5b36677d544b1560591f8956373e088ca03883418b7e97c5d3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:05.995934Z digest=sha256:bef6a9e4e62e8fffdc2eb270c0f42127c582a29bb01ad046bdba0732be3ad4cf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.000793Z digest=sha256:0815b25b580e28712ca3422fc2c9a676d7a18430009e156ea80de876b3c92e07

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.005770Z digest=sha256:51c6f3f52af30341c0552e2a0bb5002ec2bbd87a7a8f3ae3d0ef00c2c564949f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.010636Z digest=sha256:53430fd77fd155bf6c91fcd1906743fdb0d926af3fd10708dc856320ca1b87b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.015282Z digest=sha256:85fe9de9d19ac5d234e3a70bac665d40138a3372f5392d0ca001a89d5f77d998

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.019816Z digest=sha256:f03b8ecba644d636da97bf0a409739b7012f85c7998d7711f6f077395ca92fe8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.024307Z digest=sha256:d664bdc10d9514aae8bd81670e95223bf7f22a88e3b90553a3a082be5791caba

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.029211Z digest=sha256:b71232bc8546316c9391d5d9f39d90f5f23f26fac46fbf75c2cba22373949150

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.033908Z digest=sha256:92fe0c553149fd57646564455219d8c738dd0c36a23808e38610d9e87f827771

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.038650Z digest=sha256:84bffefa53e25960721e5e6a2272d9212f718b6863d887ca7eb17a5d9787f708

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.043405Z digest=sha256:86923d82d84adefd431f73cc87a98fbd59e7fdfed3b100bdfe3936621116ceaa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.047968Z digest=sha256:f06c76ab5d846a69d162593b5b3c5aba2bf96c460a530461793ebf2d95e297aa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.052723Z digest=sha256:46146ec3fcd3283d596055cf7b1f1ac3485b9ec0a8a6950a9bf3400c38aee45b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.057366Z digest=sha256:c0ef3e480d607916783e04e97caf5e674de2d182dba937f065cfd99be4636509

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.062123Z digest=sha256:00be07c95d140e1ef6f6261c7437c9d047a1f2b743e8b9401b604e480341b8de

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.066876Z digest=sha256:8900f871e1839a6481858d0a46c0b8557154e60bae110afec14ffdbca3e697dc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.071781Z digest=sha256:665e673832ad8671aa501c6a920e9f4de53d1cd1af691dd19a9fb452a0e98a6e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.076446Z digest=sha256:407d378e93497eb1ae9a217210ae12359d7897a76ccb98373b457a57064d2f06

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.081019Z digest=sha256:4884dd249fa7886a9a2b57f4ebc68ccde0469228dfdc33e20bd4f505a3ce5d41

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T20:21:06.085582Z digest=sha256:d2129e4c3f37cd9be4aa2ad331478f8e4662b1b80e9b0122886517e19d54ee88

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=sha256:6231e3a99bf859f883a2bad99307aaa10725062eb840afd37002aef6365ee749

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:dfd44719542d7f93de1a9859bd015f9b3cd4aa8fa350fa25bb2599d970f8a4a9

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=sha256:3a34f7fc50d4414fdb63ed7de4c76c57e7f0ca923cc1860315a68906d9682e6a

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=sha256:8b2f86a4c23053c7a95d1889dea9d6e88f93bb1d0146a43f5bf7bb7e6d0fa87c

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:d8db09a4ca648396324eb4e9ed79c7c8a6b484de63636b372e1b22973bb005a1

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-10T17:17:50.440245Z digest=sha256:5fff58122aa3f7b6194773e5b6071aa96027f33e6295f2c7283a65ac7e32e069

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T14:56:06.372343Z digest=sha256:f8eb10876ef0eeccfaac1e73e741267ec4c470d9843082584a2b062fdf87f791

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T03:11:26.513954Z digest=sha256:ed7e37f1fb6693ffae812463d34f46fc036c2ad9609357de53db4b945d20d74a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T03:40:35.629933Z digest=sha256:318b05887ad13e34b238bc93bfcd0ad599c3930e872d2e6cec913569d846c5f0

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:d00740b5b95f72aa5919cf5c994d7912d56e9172cf6799443f92338018c24d28

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:c121ba995b7f539e575d0dc0872c0001d88aa117fa669d286d423628f3d969a8