Paper Citation Record · LEDGER

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework

As of 14 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.08017.

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

pith.paper-citation-record.v1
2607.08017 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy26
unresolved8
parse uncertain0
malformed identifier2
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 696e8e39-fa01-4d8f-a9ea-d9f67c744881 · outbound

This paper cites Detecting Mode Collapse in Language Models via Narration.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Detecting Mode Collapse in Language Models via Narration

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T13:47:05.742712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9264a7a9-9974-4caf-9907-698c4c4f532c · outbound

This paper cites GPT-4o System Card.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework GPT-4o System Card

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T13:47:05.735860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5aed5141-2586-44cd-9357-3b7ad602aae7 · outbound

This paper cites Qwen3 Technical Report.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Qwen3 Technical Report

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T13:47:05.742527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 26148fd0-d864-4c46-bd6b-fdfb2dc61864 · outbound

This paper cites [depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: none]

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.221493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 232573ae-ee47-44d6-9ab2-21f6b27fe8c5 · outbound

This paper cites [ depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [ depends_on: none]

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.229444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e4fc47e0-1ac2-4e0b-af89-59ae9b2e5646 · outbound

This paper cites Thefinal answeris: [answer].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Thefinal answeris: [answer]

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.205556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9313578a-2e0e-4168-8913-a41c5847823c · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-07-10T13:47:06.209689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ea0c1fe3-a462-47c8-bec0-af6cea856ec6 · outbound

This paper cites LLM-as-judge.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework LLM-as-judge

Reference 8

Resolution: malformed identifier; arxiv_id, observed 2026-07-10T13:47:05.819143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9ccace2d-6873-438d-b177-0df484531a39 · outbound

This paper cites [depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: none]

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.241214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f4d6a7ad-c454-4059-b4f5-3e583a319326 · outbound

This paper cites [depends_on: 0].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 0]

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.230174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 73bcc704-61a4-4d09-9cff-aa8f85abb6f1 · outbound

This paper cites [depends_on: 1].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 1]

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.224800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e113ae5a-541e-409c-bf3b-4f2c87eefa07 · outbound

This paper cites [depends_on: 2].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 2]

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.220732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a04e8576-2707-42f3-ba81-f6ccb734edb3 · outbound

This paper cites [depends_on: 3] The final answer is: true Listing 6: StrategyQA, Question ID bdaf032b5e375aeb9bfa,CoT 09.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 3] The final answer is: true Listing 6: StrategyQA, Question ID bdaf032b5e375aeb9bfa,CoT 09

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.239484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d897147c-21e0-42fe-9882-2c4e1eb216b4 · outbound

This paper cites [depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: none]

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.235756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dea0eb91-ed0f-41f0-a66d-a7a9984c2732 · outbound

This paper cites [depends_on: 0].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 0]

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.214505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cfbbf81e-5306-4eeb-bdfe-2272581d6503 · outbound

This paper cites [depends_on: 1].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 1]

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.218790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 55be17ae-bd3c-4260-8e68-228dfb601aaf · outbound

This paper cites Could a hundred thousand lolcats fit on a first generation iPhone?.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Could a hundred thousand lolcats fit on a first generation iPhone?

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.227613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 526842b1-c7e1-468f-b755-37094b245d6a · outbound

This paper cites [ depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [ depends_on: none]

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.208554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fbba42cd-f58a-4500-a9b8-c7a0b6370843 · outbound

This paper cites [depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: none]

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.226657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2b35c8d2-8d0f-41b2-9984-4b57aaa7b24f · outbound

This paper cites [depends_on: 0].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 0]

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.228504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c9ceae1-c582-496d-9005-5332bd920eea · outbound

This paper cites [depends_on: 1,2].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 1,2]

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.237156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78847c9c-bcc6-495d-8178-d630009f1fa8 · outbound

This paper cites [depends_on: 3].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 3]

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.216662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65a78763-5a9d-44f4-8e56-9ed3da7f62c1 · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.204509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80ccf6e7-23f6-4e20-b2bd-5ce8b05069bc · outbound

This paper cites [ depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [ depends_on: none]

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.202499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74b1037e-58b3-4189-9ab8-2098488826fb · outbound

This paper cites [depends_on: 0].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 0]

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.242846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6be58baf-c199-4bc2-b162-a8188ce67d00 · outbound

This paper cites [depends_on: 1].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 1]

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.223667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 102cea50-6049-4864-8f40-00045275c8c8 · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.195140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a27c86bb-78ba-4599-986e-b6d84b3a2ec7 · outbound

This paper cites [depends_on: none].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: none]

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.197635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 471a5197-eb61-4441-9fc5-f14e103f5936 · outbound

This paper cites [depends_on: 0] 39 Under review as a conference paper at COLM 2026.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 0] 39 Under review as a conference paper at COLM 2026

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.244782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f97fc21c-2247-40de-ae63-2e3b83137859 · outbound

This paper cites [depends_on: 0].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 0]

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.225547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 48d59ea5-3492-4568-9695-4457fb5f003f · outbound

This paper cites [depends_on: 1, 2].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 1, 2]

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.233556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3bdd3cf-804d-4557-81ad-70897092defd · outbound

This paper cites [depends_on: 0, 1, 2].

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework [depends_on: 0, 1, 2]

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.219336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 36b7f406-5c92-4874-a3c2-cd53907c1400 · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.202923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ae5b7ede-14f9-4ae4-a10f-2245583086fa · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.235575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0a40a250-4b55-4c24-bafa-41895783fe8e · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.237421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65044041-424e-4088-b53b-fb4fea3eb7ef · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.198221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2b8ad3a8-018e-461e-9802-b76f718f74f6 · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.186067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 07111143-b7b4-4a85-ab88-3cbf0ce36d5f · outbound

This paper cites an unresolved cited work.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-07-10T13:47:06.179553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e0be3b7-406f-496c-8a2a-440137c79717 · outbound

This paper cites value head.

Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework value head

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T13:47:06.222941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.