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Paper Citation Record · LEDGER

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

As of 21 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 6 inbound Pith citation observations for arXiv:2506.08295.

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

pith.paper-citation-record.v1
2506.08295 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:19:43.809868Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:38:49.720160Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:57:23.865198Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved35
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61b27d2f-fc77-4cc0-a389-f01d85175a74 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.425391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.499199Z digest=sha256:ad887495a12f859f1cad3fb40c96b35057d0f92f59de5e923e27e0c31e5e0cd8

Observation 578c1f01-4746-4f2c-88a0-b5229dbed1fe · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.415705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.503321Z digest=sha256:c7ce50dc108dab0f63291690e83718b1deba843483592f0532e6e4eff8d99628

Observation 41060f90-6fad-4563-93d0-25b59be97a97 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.405483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.507214Z digest=sha256:e68562cc575d3fe5da252f4320ee3f10a884b54da20619d70851461b7f20edbc

Observation e4147592-5343-4427-aaca-8a1046918989 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.394591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.511002Z digest=sha256:dd522cb159a601c51a495720256d25b15f672cfb141f09b61f43ac8cba0979be

Observation 449249b8-8542-42e4-ae2c-29147b466b8d · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.384197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.514978Z digest=sha256:921e839d0400885940411f37b18bb1a3f14a6a2a81f4513e5cb7705147542324

Observation 8cab6c75-59cd-4746-95af-9efa16af2c01 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.301412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.645729Z digest=sha256:0e535a9b4d16cb7ab7795eec2d323f42692deeb69ffb8d18338d15080c2e76e6

Observation 6e813251-818f-4ab3-8566-a30a378d5624 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.364301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.523123Z digest=sha256:ea09a9ad0d2a1129007d1e3b6edac6876370bf158363320f833a3ad560d1a1d4

Observation 4fe2c5a8-ee5c-446b-bafd-5324830b2219 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.200922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.686694Z digest=sha256:77c65443b088a331c19eeea45505f88ccb18abdb23e9c49c532123775c7fae7e

Observation 23ba2cfe-9954-4670-af31-6b9016eb212c · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.354461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.527556Z digest=sha256:360cc862a501e7538a882dd6e2bafc4f5f6ec6b16d28f64bdb36e2b379b4d548

Observation cd7cd3b8-a8a5-491c-8ae2-6f7b64aec341 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.343845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.531931Z digest=sha256:88bc53acf5ade066ba72a43d953c4d95428607b97cc434239b8a23a60bc6b7b8

Observation 04526d4c-6d06-4b02-ac09-ac7feb16bc97 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.332849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.535939Z digest=sha256:cfe65583a583fbe8b55107e15248751c37e038cf420e971d68386cf678059bd1

Observation 81f60491-4f01-4408-94e6-148ad60b19ee · outbound

This paper cites the key is_murderer is Yes), the timeline should involve the action about the murder (e.g.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? the key is_murderer is Yes), the timeline should involve the action about the murder (e.g

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.322795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.638970Z digest=sha256:674d6ecfb9d3b85999670bafaa7f22244c40d6935e375af7ff7d3884870ee8de

Observation 8044bb1a-70f3-48d3-9370-39c696007680 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.311396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.642415Z digest=sha256:dc3a6387df78d602c1e5852a0088504f03035c8047ce51e4699367afddeda025

Observation a0e27d86-ac87-46c2-a8f1-39be29518415 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.374435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.649684Z digest=sha256:60c74691cef2eaddf71bed12934f54e61d5354fd7652e8604f8378724ab4d727

Observation 28fb9de5-0b6e-4240-a4c5-90bc3e231f07 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.291439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.652978Z digest=sha256:09f4aa8d504ef58aee42815196427b84b5640ee656b45eb2a8d30ca9fe39b8bb

Observation 0df09de5-17ef-4575-aabe-478d800d2d67 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.280284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.656484Z digest=sha256:c1c98b9eb4f55cf8d76ca67204e7814f4f381a86aff03a4cbe0c8b778e03cfb8

Observation 453c8db8-db0f-4b06-ac50-737b6a71b5d8 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.270779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.660832Z digest=sha256:4045b3e3f89d55cb7f8a422eb55d2b55b255f47e403fdf02b87b433cd09f0465

Observation 88ed285f-0a12-4c0f-8fb1-6a7161820c35 · outbound

This paper cites The goal is to pique curiosity, not to resolve it immediately.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? The goal is to pique curiosity, not to resolve it immediately

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.260436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.664331Z digest=sha256:03d251f80b4bd496c456f2dbdf5b79e491c7b8caf90d87163200901fac369c63

Observation 26a596be-836b-4788-af30-2a91b1cf84d9 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.250222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.667942Z digest=sha256:7673ff8b3444f0136942ca5c14c4995760b19234b78301e0b042f258c854c6f5

Observation 2e560229-4d1e-4269-90a5-e938426fb9df · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.240654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.671999Z digest=sha256:16e99dfd3fedeb7a7b1498c02ad05d69c7f9d1ae2eeb9b8161a0895cb19063e6

Observation c1258525-6be3-4621-b32b-364b2c47b9c7 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.230289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.675776Z digest=sha256:db863b094d07cb06fd548297d87ae5a41294a8b2af54e21411a8fac063f1f351

Observation fcf8964b-cf4b-4774-8c55-c2ceba6fd00b · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.221041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.679364Z digest=sha256:2fd776077244731e879e551789952ccb58a247ebd1aab1938cffd0deeb65b9c3

Observation 72e044b9-d523-4910-a910-00372b740d9f · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.210671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.682943Z digest=sha256:1de3708fccfb597d5aa68a51e67b99e8d61144dcbd34fd0662a6df5867668e82

Observation 3afae96d-60e9-4708-99f4-32f75044eaff · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.190623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.690191Z digest=sha256:00a134809dace9ac2f198a55941f50ce4b0e2d47f2d21fe32a9bd97f88f5640c

Observation b93ba294-f6ec-425f-bfef-345009eeaf79 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.179406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.693774Z digest=sha256:b4a0f01df1daef38fc28ca98789efa30ddc95a66f290361e747e4c8ffa835fc8

Observation a291924a-6061-4a4b-a796-293b2ae36af1 · outbound

This paper cites − **Someone Dies**: if the someone_died is yes,the death should be integral to the plot.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? − **Someone Dies**: if the someone_died is yes,the death should be integral to the plot

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.168652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.697850Z digest=sha256:115ce03453b10e39e6ccb83133f0a4172fbea17fecfa5f53daf885ad48c1f6c9

Observation a0c6340f-ed1f-465e-9970-a0764d2afff6 · outbound

This paper cites − The sequence of events should be clear and make sense within the story’s universe.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? − The sequence of events should be clear and make sense within the story’s universe

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.158545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.701551Z digest=sha256:8e3a834925a3878cbf8dbc18b4940c91129b5e3c6127d20584cea70b0b102988

Observation 3b32fbe4-ad6a-4326-8688-6dd836fa561b · outbound

This paper cites − Include subtle clues that lead to the solution, encouraging critical thinking.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? − Include subtle clues that lead to the solution, encouraging critical thinking

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.147267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.704970Z digest=sha256:ac03e9326c050982105a6865bd599917bc6dbb99eaad5e64161617ae62eca304

Observation ec2069ce-6223-43e4-8982-38906cfbe2c3 · outbound

This paper cites − Use vivid descriptions to create an immersive setting.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? − Use vivid descriptions to create an immersive setting

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.136348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.708422Z digest=sha256:9857030474e4a02870337b7ecb72062a9dc4b8576a64d715f733364c718cb5b0

Observation b618a6ac-16e4-4534-a7d8-0e69fea7a6f8 · outbound

This paper cites − Balance the amount of information given to avoid making the solution too obvious or too obscure.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? − Balance the amount of information given to avoid making the solution too obvious or too obscure

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.126214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.711939Z digest=sha256:9f222feafc178fe7ad7d3d7956c946082ca1b5d5899ad61c7d364e457d069f5c

Observation 54204c23-ffd9-40da-9172-d7962dea53d5 · outbound

This paper cites − Avoid stereotype associated with supernatural themes and character deaths.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? − Avoid stereotype associated with supernatural themes and character deaths

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.115052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.715436Z digest=sha256:97c6dafb0532b4754ac8ec840c69294f51c58c25d0c2abe32ac92e81bb10e2ce

Observation 1ef0f29d-6e0c-4871-9879-b5932c33c585 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.104770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.719060Z digest=sha256:6804f3f528c904d3a4668f64e423f0e031386b632b1737e53903c3c9c09755d3

Observation 0c622ad9-b234-46af-845f-bc6d1d115529 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.094804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.723078Z digest=sha256:f9d837ef0a41496646f79dfe36fd7e1a44c57870a35287e67acf8cc6e6b2df3f

Observation b4484fab-ac05-4058-b6bd-8539cb45de24 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.085387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.726515Z digest=sha256:6f728cb1090ad5aedf0312f248fb739fa2de9427fdaf312c97ecddb65e139761

Observation dc2f09ab-720c-41ef-9101-000675ba927b · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.074803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.730022Z digest=sha256:f6e05b6da095aeda1fe870242479a48bdf9847f4b2782b03862dc53fe8a508fe

Observation 52b9cad4-ee6e-4708-9c97-fa8e417a73fa · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.064523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.733630Z digest=sha256:6ff7cc40de5af8f242ba7ef8ed1985059e073c0d5f61f2094e28f1d84a13508b

Observation c3eaa094-ce8e-400c-b78a-f85c1d8b9cb1 · outbound

This paper cites 29 From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? 29 From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.054303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.737871Z digest=sha256:938a4ebc9802c9da1af152126e06ffb732e7e3ddf47f05c664de256abbcee9bb

Observation 415b1d07-e630-410b-b6a1-aba5b97b9014 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.044117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.741645Z digest=sha256:34409b499388216d6dec847f1b5324efee63e6b311c7e4fafec73c99c3d843b6

Observation cc5a0dfa-d41c-42b3-9e9c-7f8126b50734 · outbound

This paper cites ## Example <example> Now create the Surface based on the input: <story tree> D.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? ## Example <example> Now create the Surface based on the input: <story tree> D

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.032858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.746394Z digest=sha256:ef0227844270badda551963fe7a73eb29b3d6c2ee80c0a154c6c8cb76bf7bccc

Observation 4e307ce6-8bc6-44e4-acdd-15fdadce783c · outbound

This paper cites yes" responses preferred over.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? yes" responses preferred over

Reference 43

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:19:44.022493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.750172Z digest=sha256:c86bc75e037de8201d058bc87a9993c376055663544bf60b3992fde31a7c4dd6

Observation 82780cb9-02ea-4005-8060-00cf69ff4786 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.012222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.754890Z digest=sha256:d4ecac14af7d1f4183c5a1545837a495a996ad78d5b01b6c4b60f4351953a461

Observation 2789106c-dc4d-4a50-ac7f-cf47c86b7cc7 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:44.002825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.758376Z digest=sha256:2cd6bcee03e69fa2b9db1fd5eaa34a73fa2fd0fd1912fd9a06fad1f1d0976a88

Observation ff31cf10-d963-4607-8283-d37d63af44b7 · outbound

This paper cites Do not provide any additional explanations.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Do not provide any additional explanations

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.992037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.762146Z digest=sha256:99dca9b6bc82ef13507f13a251be993fac65f5b0e557de20c8a29552a34b73ca

Observation e150765e-a000-4a71-89ba-2445b93570e4 · outbound

This paper cites This is not a question, please propose your next question.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? This is not a question, please propose your next question

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.980256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.765493Z digest=sha256:f3baf7e9dbc21e0e09f90f0e60af42887865ce4dcc043eeff66384c43b2d756b

Observation 57a8bd42-170a-42c1-82a7-e6b571accf2d · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:43.969319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.768861Z digest=sha256:6ddf1dbd1458ff080a1ad449b57dbc4fa0cba1cbe7b462036cba1e62f45a0fd4

Observation 2fcd8a73-452d-4fa9-b937-43195c7fd89a · outbound

This paper cites the manuscript,.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? the manuscript,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.959230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.773410Z digest=sha256:b571cd8c893fe9dd44918e7cf65ec0ad1b7acc9719bad71b4bb8f569e17d1f87

Observation 413b741a-f77a-4cdb-99a8-b640d51b583d · outbound

This paper cites Reed, but there was no evidence of her being present during the time of the murder.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Reed, but there was no evidence of her being present during the time of the murder

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.947995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.777659Z digest=sha256:478430c47b21cc66668278b7a5a8e54b5b4119c76af7953e3a0666b83287413a

Observation fede3095-f182-47a5-91f2-a6af3ccb803d · outbound

This paper cites Reed and left the library before the murder occurred.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Reed and left the library before the murder occurred

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.937343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.780966Z digest=sha256:039219d3819a849154a8e91573e81d652e7baec8fd6c0f3bd3db4e1c1dd34b4b

Observation e7882b0c-4ed5-4e93-b7e2-fe9a316ad24a · outbound

This paper cites Reed about a manuscript, and he was visibly agitated and pacing in the library.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Reed about a manuscript, and he was visibly agitated and pacing in the library

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.925944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.784756Z digest=sha256:c7a97b8ec27190abc4bc71049fa4ccf4572cba458acfe0412d4d6513f19cfe0e

Observation aa0e24fd-4a14-4404-9b09-c1fd74cdfde4 · outbound

This paper cites Reed earlier, but he had an alibi for the time of the murder.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Reed earlier, but he had an alibi for the time of the murder

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.913919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.788296Z digest=sha256:ec4d407ed18f9b61501e68687e5775c62b693fa05e88ffea24a2ba655320d855

Observation c366330b-292b-4977-80ce-f22594729519 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:43.902488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.792093Z digest=sha256:7a1fbadbfcf5af9a3ce4d188df7a32db73b0d5cb7acc9605e62387ca943ec79b

Observation b757bc35-16ae-409c-8c59-35ef52a85979 · outbound

This paper cites Evelyn Harper had a heated argument with Jonathan Blackwood about her research, and she admitted to being in his study around the time of the murder.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Evelyn Harper had a heated argument with Jonathan Blackwood about her research, and she admitted to being in his study around the time of the murder

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.890184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.796085Z digest=sha256:1cc33153abde931800e9fbc961e64c827988b65be30c3a8cccacbb9973eb4a79

Observation d38e9af3-bd57-46f3-b5cf-e1910e91f31e · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:43.876788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.799660Z digest=sha256:ad53063b21bc5d13d8156619d7553a8c2665c151aa4bc8257d26660e833e2a80

Observation b394ec43-625f-4eab-b5bc-c3bb831b6fcd · outbound

This paper cites He also reported seeing Dr.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? He also reported seeing Dr

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.865010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.803105Z digest=sha256:770e1113681e79b6aac858426b8cea68ae1bc80d7ccf2a3ae5d3ad14c7a47699

Observation 6521e2c3-cbe2-4239-ba6e-19d4c7d3f3e4 · outbound

This paper cites an unresolved cited work.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:19:43.854370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.806438Z digest=sha256:4446e33fa4d471c43dd7cfac95d6a061c99b5e7d076e8f79149164d211b8a4f8

Observation 65249938-f239-4c48-8ddc-79e4c3d7b8ae · outbound

This paper cites Evelyn Harper entered.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? Evelyn Harper entered

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:43.843299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.809868Z digest=sha256:a78a76f9ffafefa28096a8448c6a71a5448646664c6c9ae10d8d468cb6a8cfc6

Observation 46e0060d-c70e-4962-8515-536c3a83877f · outbound

This paper cites However, collecting pairwise preference data is resource-intensive.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? However, collecting pairwise preference data is resource-intensive

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.447235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.490098Z digest=sha256:bb48d30898258ba0d9ae0aecbe5ab7750863d2e417eb6c24156a7c4239339f04

Observation fabbab61-2b94-48fc-aa9a-18023b5dde41 · outbound

This paper cites At his own funeral, Mike stood among the mourners, unnoticed, as they grieved his death.

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? At his own funeral, Mike stood among the mourners, unnoticed, as they grieved his death

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:19:44.436582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T05:19:43.494340Z digest=sha256:42adf4aa70773712d3e7c82fad54281b573285c272b4c6a1c5d897ecc48778af

Pith citing papers

Observation aade9ab3-82f3-445d-9412-8f4232f83563 · inbound

SAT: Sequential Agent Tuning for Coordinator Free Plug and Play Multi-LLM Training with Monotonic Improvement Guarantees cites this paper.

SAT: Sequential Agent Tuning for Coordinator Free Plug and Play Multi-LLM Training with Monotonic Improvement Guarantees From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:38:42.266446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T09:34:33.271537Z digest=sha256:9865ec6e863e858f0b324d175457c0d4e437f7490539f7e21f20600ac1c01156

Observation 5be469af-2acd-477d-8d72-ecff8ce2e72a · inbound

TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination cites this paper.

TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-19T18:02:42.320979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-19T18:01:06.649723Z digest=sha256:65558cd6645c31a22de066adb44a76e6f9b958f60b8f4da644c4e007a0e9e0ae

Observation d0a8cd31-3ef0-433b-bb33-31564abf439e · inbound

CA-BED: Conversation-Aware Bayesian Experimental Design cites this paper.

CA-BED: Conversation-Aware Bayesian Experimental Design From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 24

Resolution
malformed identifier
arxiv_id, observed 2026-07-01T21:26:14.634067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-28T17:03:01.806138Z digest=sha256:d6972b662380bcd4b0f8d0c90718f597f0731e16fb6931b005b3767e567bd1ba

Observation 086da257-9598-408c-9060-adcd1a6cd973 · inbound

Uncertainty-Aware Clarification in LLM Agents with Information Gain cites this paper.

Uncertainty-Aware Clarification in LLM Agents with Information Gain From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:56:29.642407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-28T10:27:18.135089Z digest=sha256:a927c2eea63c8174860db218a7f4cd64336c8f4684ea17a096fa787f6c516565

Observation cae1ef0c-7cd6-4544-9239-30a0c69353e1 · inbound

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination cites this paper.

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:57:23.866706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-27T19:58:32.016341Z digest=sha256:5a7bdd488b085553075f42769d58b7851bba9ebf7b446e3496a31c7ef597debc

Observation 78c38f28-d519-43b6-ad04-451bfabb89e3 · inbound

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement cites this paper.

CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T00:38:49.720160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:38:49.720160Z digest=sha256:77f4e792e4028f89557cfef23a800a5127a1ff8cb4438ede4c56ef09bb821eac