Paper Citation Record · LEDGER

Conformal Language Model Reasoning with Coherent Factuality

As of 20 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 1 inbound Pith citation observation for arXiv:2505.17126.

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

pith.paper-citation-record.v1
2505.17126 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:12:52.252783Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T22:20:57.717657Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T22:23:21.293811Z

Reference resolution

73 of 73 outbound references displayed

verified exact0
verified fuzzy24
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9c0dbb21-f622-41f4-9b61-48970cdf74ef · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.776601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ec05eeb-7a08-4dd7-8423-9ec760f4c3b9 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.769053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d3e0ce1-3759-49df-beea-df3e37e01c51 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.761408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e979d997-c582-4e07-98ee-1490384a470d · outbound

This paper cites commentary.

Conformal Language Model Reasoning with Coherent Factuality commentary

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.753943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d1c937ad-c095-47a0-9fa6-39f1c2d7dadb · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.605584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5758ae7a-13a2-45c2-bc2b-f2bcba72b194 · outbound

This paper cites a” depends on subclaim “ b.

Conformal Language Model Reasoning with Coherent Factuality a” depends on subclaim “ b

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.746124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9888d942-3dab-43bc-9a8a-65e4f33c17d1 · outbound

This paper cites - Each entry in the adjacency list is a list of n integers: - A value of 1 at position i in row j indicates that subclaim j depends on subclaim i.

Conformal Language Model Reasoning with Coherent Factuality - Each entry in the adjacency list is a list of n integers: - A value of 1 at position i in row j indicates that subclaim j depends on subclaim i

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.738642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5aa7347a-7d6a-4eb0-80b4-200237291b69 · outbound

This paper cites - Each row and column must be exactly n integers.

Conformal Language Model Reasoning with Coherent Factuality - Each row and column must be exactly n integers

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.730985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad029f2c-9d87-4950-926e-f823ae28de58 · outbound

This paper cites For example, if subclaim j implicitly relies on subclaim i (even if not stated directly), include the edge ( i → j) in the graph.

Conformal Language Model Reasoning with Coherent Factuality For example, if subclaim j implicitly relies on subclaim i (even if not stated directly), include the edge ( i → j) in the graph

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.723543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 235ffd92-9522-450f-aa86-d02a5546536a · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.716119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 86eb334a-c858-4fe8-97b9-93b822766b56 · outbound

This paper cites For all real values of x, x2 + 1 > 0.

Conformal Language Model Reasoning with Coherent Factuality For all real values of x, x2 + 1 > 0

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.708083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1f9b2ee1-f7de-42db-910d-1a607176153e · outbound

This paper cites Desired Output: [[0,0,0,0],[1,0,0,0],[0,1,0,0],[0,1,1,0]] - Input: Question: Consider the function y = x2 + 2x + 15.

Conformal Language Model Reasoning with Coherent Factuality Desired Output: [[0,0,0,0],[1,0,0,0],[0,1,0,0],[0,1,1,0]] - Input: Question: Consider the function y = x2 + 2x + 15

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.700365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8eeb7a4-b3e3-4ba7-a0f3-1f5e92c997c5 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.692823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08e8cc34-0cc5-4fec-b95d-608389ad6d02 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.685023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b4e7e0f0-2bde-4145-92a9-3f867ca3c43f · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.677840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3e4d990f-aee4-4620-baa7-bee6a9118146 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.669449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e4d09f0b-90fa-4bf4-8eda-1cf30e5cb337 · outbound

This paper cites Coherent F actuality:.

Conformal Language Model Reasoning with Coherent Factuality Coherent F actuality:

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:59.197807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c18bffb-2f9d-41c1-bbe3-3010c1a22af4 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.360155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4d5d9adb-4e97-4c79-9b85-95ebda10998e · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.041770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2d490118-2c09-4b36-873b-e014df403d0e · outbound

This paper cites 28 Example 2 Question: Mr.

Conformal Language Model Reasoning with Coherent Factuality 28 Example 2 Question: Mr

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:58.897668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation db964e21-1cbc-44b3-a944-0ccf3641036b · outbound

This paper cites Coherent F actuality:.

Conformal Language Model Reasoning with Coherent Factuality Coherent F actuality:

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:57.073874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cc525c96-5041-43d2-a2c2-2197c514ec23 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:56.948352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e686762-5e4b-4ed1-9687-b36206d5ed93 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:58.742506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 901ea76a-b2bb-4310-a17c-20f30617eb57 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:58.528774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40d8426a-e8a6-4fce-a8e9-33d4e9ff49f8 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:58.453958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 35dbc740-2cc9-46a2-afe5-0d4feb3b67d9 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:56.769475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a0124da-8722-4cf7-82d8-09dead1ec560 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:58.307488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c157ed34-32d5-4840-9b82-100be645a63a · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:58.137379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd316135-0a99-417c-859e-92c5fec9505e · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:57.907818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 21769cdc-c20e-49b5-bcbf-f90983cd50e5 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:57.788986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 69a298e8-1080-492e-84ac-daedac7ee2f2 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:57.580750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5ee6acb-b979-4c19-9ddd-bad7a8231cbb · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:57.452677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f897480f-6f69-40b0-9ed9-e2bd845906da · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:57.279035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f77ec368-1384-4d5f-9799-d00dba969e7b · outbound

This paper cites 29 Example 3 Question: What is the smallest real number x in the domain of the function g(x) = p (x − 3)2 − (x − 8)2 ? Independent F actuality:.

Conformal Language Model Reasoning with Coherent Factuality 29 Example 3 Question: What is the smallest real number x in the domain of the function g(x) = p (x − 3)2 − (x − 8)2 ? Independent F actuality:

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:56.583513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de5acd2d-5eea-4ce8-a321-3a691d50a79b · outbound

This paper cites Coherent F actuality:.

Conformal Language Model Reasoning with Coherent Factuality Coherent F actuality:

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:55.938289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9fbdffc7-ea3d-4c70-8dca-b3500dbd21d2 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:56.422994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9c47d6ce-759b-4d6a-8b53-f588083deac7 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:56.224457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4560b6a6-f760-4ed1-b88b-c1bc491eb038 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:56.129655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 770dac02-50dc-4e34-a283-8b2bb6e9e6c3 · outbound

This paper cites Example 4 Question: If (2x + 5)(x − 3) = 14, find the sum of the possible values of x.

Conformal Language Model Reasoning with Coherent Factuality Example 4 Question: If (2x + 5)(x − 3) = 14, find the sum of the possible values of x

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:55.831326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e96421a-f06a-4bf4-b730-fbe24e057c69 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:55.475230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af963db9-79ac-4f56-9655-8f2d942fdd6d · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:55.375349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b8598051-8abc-4290-bc36-194cd9233c86 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:55.721985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 315060d6-b84f-495e-9500-a8eeccbc6ac4 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:55.632528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1a35a4e5-6d69-4293-aaad-d9d7217aeb91 · outbound

This paper cites The point (13 , q) lies on the same line.

Conformal Language Model Reasoning with Coherent Factuality The point (13 , q) lies on the same line

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:55.248215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af22a595-9727-4fb2-95d0-47524ece4423 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:54.904061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6c128626-cdcb-476b-a8b3-62d86f9eaad5 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:54.825905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a0ffbd1a-8c41-49e3-b246-19e312548f21 · outbound

This paper cites Coherent F actuality:.

Conformal Language Model Reasoning with Coherent Factuality Coherent F actuality:

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:54.690533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1561c7ad-6449-4a0b-9cd0-c1aa6e34d3e7 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:55.130695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7316aa29-b26a-48d6-b7a7-4cb86edb785c · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:54.615539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9b23c4c3-4d85-4b6b-a80f-f750334e8dd5 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:55.019205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3d025f94-b46f-4053-8879-2a16d6b28dfb · outbound

This paper cites L.2 FELM Dataset Outputs Example 1 Question: Jessica makes $2,000.00 a month.

Conformal Language Model Reasoning with Coherent Factuality L.2 FELM Dataset Outputs Example 1 Question: Jessica makes $2,000.00 a month

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:54.507984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a020f851-3eb1-4d2d-94ce-aca203d97b57 · outbound

This paper cites Coherent F actuality:.

Conformal Language Model Reasoning with Coherent Factuality Coherent F actuality:

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:54.301833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef071b1d-0352-49a3-8747-15c59fe50088 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:54.435353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8faf5b3-8323-4c8f-94a1-78cee2c99d85 · outbound

This paper cites 31 Example 2 Question: The ratio of men to women on a bus is 5:9.

Conformal Language Model Reasoning with Coherent Factuality 31 Example 2 Question: The ratio of men to women on a bus is 5:9

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:54.223222Z

Source-reported events for the cited work

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Observation aef43b98-1a59-421a-9f4b-4d794c123759 · outbound

This paper cites Answer: 34.

Conformal Language Model Reasoning with Coherent Factuality Answer: 34

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:53.816482Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 47fc92fe-4929-414a-9709-3e33bd963305 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:53.690868Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 331a1321-6966-4c56-b2ab-ee066f7f99df · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:54.080896Z

Source-reported events for the cited work

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Observation 8098816a-21ab-4ecc-ac26-d8f8de3f7ba4 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:53.945201Z

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Observation 42caae89-b1a9-4425-83ed-ef0761f8faf7 · outbound

This paper cites Answer: 34.

Conformal Language Model Reasoning with Coherent Factuality Answer: 34

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:53.609439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 68dc1cc7-9ec9-4f18-ab07-03a10f7e3a9a · outbound

This paper cites Coherent F actuality:.

Conformal Language Model Reasoning with Coherent Factuality Coherent F actuality:

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:53.235490Z

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Observation ac39f271-172b-43c2-9271-5b03beed0552 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:53.456889Z

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Observation 5601b998-0e27-420e-a43a-264464b66195 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:53.084332Z

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Observation 0a08099c-42c9-4fb7-a960-83fc87c0e3d0 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:53.355860Z

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Observation a1519f72-e018-40b3-885a-9e798e829794 · outbound

This paper cites false positive.

Conformal Language Model Reasoning with Coherent Factuality false positive

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:52.981448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9937d213-a0ce-46cd-bda5-9a8133840ac0 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:52.799686Z

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Observation 4cf8ad36-2606-4c96-bfaa-e8d575906686 · outbound

This paper cites an unresolved cited work.

Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:52.654520Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3d97be0b-c653-427e-b047-56a1d5c34750 · outbound

This paper cites Outcome Proportion True Positive 0.08 True Negative 0.64 False Positive 0.26 False Negative 0.03.

Conformal Language Model Reasoning with Coherent Factuality Outcome Proportion True Positive 0.08 True Negative 0.64 False Positive 0.26 False Negative 0.03

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:52.538005Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9639a2ae-b729-4e18-b51a-954b0f1baff2 · outbound

This paper cites Outcome Proportion True Positive 0.06 True Negative 0.53 False Positive 0.36 False Negative 0.05 Table 8: Results of legibility experiment with LLM-as-a-judge with our method.

Conformal Language Model Reasoning with Coherent Factuality Outcome Proportion True Positive 0.06 True Negative 0.53 False Positive 0.36 False Negative 0.05 Table 8: Results of legibility experiment with LLM-as-a-judge with our method

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:52.437229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04abb066-321c-41fa-8dd0-8255ddfa05cf · outbound

This paper cites Conformalized Quantile Regression.

Conformal Language Model Reasoning with Coherent Factuality Conformalized Quantile Regression

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T15:12:44.716054Z

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Observation fbe62687-ab75-41a3-947d-66e455eeae97 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Conformal Language Model Reasoning with Coherent Factuality Measuring Mathematical Problem Solving With the MATH Dataset

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T15:12:44.646581Z

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Unavailable: canonical work link unavailable.

Observation edab552d-2f27-4b8e-84ad-87092c0d9a47 · outbound

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Conformal Language Model Reasoning with Coherent Factuality Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:12:59.783753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4fdb3a7b-9c2d-4b18-bc06-51061df63934 · outbound

This paper cites URL http://dx.doi.org/10.1016/j.patcog.2021.

Conformal Language Model Reasoning with Coherent Factuality URL http://dx.doi.org/10.1016/j.patcog.2021

Reference 3203

Resolution: unresolved; no resolver link, observed 2026-08-07T15:12:44.539485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2baae7d2-a69e-4f8c-9f47-883e52906b9e · outbound

This paper cites Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness.

Conformal Language Model Reasoning with Coherent Factuality Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness

Reference 5399

Resolution: unresolved; no resolver link, observed 2026-08-07T15:12:44.483411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d972f06d-3b48-44c6-8e45-c5fbf5078509 · inbound

Adaptive Stopping for Multi-Turn LLM Reasoning cites this paper.

Adaptive Stopping for Multi-Turn LLM Reasoning Conformal Language Model Reasoning with Coherent Factuality

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-13T22:23:21.295172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.