Paper Citation Record · LEDGER

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs

As of 7 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2506.07270.

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

pith.paper-citation-record.v1
2506.07270 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:42:48.837425Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T02:11:19.129682Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T18:15:58.765170Z

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f043c8c-327c-4692-877d-90123f0b8e07 · outbound

This paper cites Language models are few-shot learners.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Language models are few-shot learners

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:48.969638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 133c2e89-b764-4a41-8f14-f063e4608089 · outbound

This paper cites Towards Continual Knowledge Learning of Language Models.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Towards Continual Knowledge Learning of Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.798714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdbf0b37-ad58-4940-bc0a-6a4b20588e17 · outbound

This paper cites GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T05:42:48.915359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 15189112-5f9c-4966-b7ee-8e775f03b484 · outbound

This paper cites Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.803993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c26af4-e5b9-483a-8850-5dd1bbc412e4 · outbound

This paper cites Mosh Levy, Alon Jacoby, and Yoav Goldberg.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Mosh Levy, Alon Jacoby, and Yoav Goldberg

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:48.962774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1a62baa-070e-45ec-a7de-c14ef8505ff4 · outbound

This paper cites Language Modeling with Editable External Knowledge.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Language Modeling with Editable External Knowledge

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.809538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3983e24-65aa-44cf-8348-ccde422e2180 · outbound

This paper cites URL https://aclanthology.org/2024.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs URL https://aclanthology.org/2024

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-07T05:42:48.812428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad8cc527-11e8-406f-ad68-f5db2dcbf195 · outbound

This paper cites StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.814763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f345ba-f6fd-4cd2-8927-3c225e1f8311 · outbound

This paper cites doi: 10.18653/v1/2022.naacl-main.435.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs doi: 10.18653/v1/2022.naacl-main.435

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.817820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e4dc9c6-9984-45db-81bd-de629e989447 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.823050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aca4adf1-2417-4b7d-b9f6-8f87e208e81d · outbound

This paper cites ISBN 9781713871088.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs ISBN 9781713871088

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:48.955132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0b5bdba-56db-4c52-b13d-004d003c3b0b · outbound

This paper cites URL https://aclanthology.org/ 2024.acl-long.563.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs URL https://aclanthology.org/ 2024.acl-long.563

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:48.948170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ec41c2e-14e0-4eaa-938d-02efc81616af · outbound

This paper cites Investigating Continual Pretraining in Large Language Models: Insights and Implications.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Investigating Continual Pretraining in Large Language Models: Insights and Implications

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.832534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05fac4f2-faea-4bae-97b8-a36123ed1f91 · outbound

This paper cites Meta Prompting for AI Systems.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Meta Prompting for AI Systems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.835042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4107d20-f813-4208-a78d-454ce5af9a94 · outbound

This paper cites event_id.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs event_id

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:42:48.940857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 127b7ba5-1c96-4d5c-929f-8ff40eceaa56 · outbound

This paper cites doi: 10.18653/v1/2020.emnlp-demos.6.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs doi: 10.18653/v1/2020.emnlp-demos.6

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.828056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63e52727-9d3c-4785-82e5-6cd3b8ebea3f · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.820217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c213c1e0-e8e6-4048-8f07-7d247cc9360b · outbound

This paper cites Qwen2-Audio Technical Report.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Qwen2-Audio Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.790773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef337db1-38f1-45d4-9584-580608afbe32 · outbound

This paper cites Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning.

Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:48.795828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 45a0775e-9c5b-4233-9779-8cfb83399cda · inbound

Supersede: Diagnosing and Training the Memory-Update Gap in LLM Agents cites this paper.

Supersede: Diagnosing and Training the Memory-Update Gap in LLM Agents Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:15:58.767056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.