Paper Citation Record · LEDGER

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding

As of 21 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.08512.

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

pith.paper-citation-record.v1
2608.08512 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:39:32.113480Z

measured 31 of 31 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 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

31 of 31 outbound references displayed

verified exact0
verified fuzzy11
unresolved18
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98fb49bd-bd02-4985-9cdd-e21fb122a450 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.935828Z

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.

Observation 4b3b03a4-708c-4392-b423-7b3f4c5ed25c · outbound

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

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:31.908208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ebffb97-d7a6-417c-b61f-6061afc88e60 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.900690Z

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.

Observation d84e8b59-4fcc-4c05-a05d-de98bb2bcee8 · outbound

This paper cites Example 2.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Example 2

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.886408Z

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.

Observation c635e0b7-3108-49b7-a80b-06fb9f019f89 · outbound

This paper cites document_info.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding document_info

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.789770Z

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.

Observation 20aec8f0-03fb-4854-8205-63ca109fae50 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.914867Z

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.

Observation 9ac292e5-2db5-4c8a-a476-6219812c98e3 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.871678Z

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.

Observation d9dc1449-a09a-4bac-bed9-63426e001965 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.855822Z

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.

Observation 97c7d33a-0a8e-4b14-8a83-2e7b12934bbd · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.834602Z

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.

Observation a2fb1aca-9fb2-4fe6-b598-c24a16dab460 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.804197Z

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.

Observation ff7c87c7-3f82-4064-b4f0-757d3fbdb1ab · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.773484Z

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.

Observation f545ce58-7ea2-4d93-89a1-f285c1b28efd · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.754645Z

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.

Observation 5db82a26-9efa-4658-887d-08dd00cf9954 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.718700Z

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.

Observation 05655edf-997d-4344-bef4-a17c251df9af · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.697634Z

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.

Observation 05c5a0dd-78e5-4ca6-b62e-d65990bb28d8 · outbound

This paper cites metadata.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding metadata

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.682478Z

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.

Observation 80705a7c-805f-45c1-ad1d-c62a9bb36b9a · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.667044Z

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.

Observation 6eebb091-3c40-4100-8640-961acd42597f · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.650896Z

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.

Observation e511ad00-820d-4a84-b84a-fd6c7fec5996 · outbound

This paper cites Use the same form every time.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Use the same form every time

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.600384Z

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.

Observation 7cb02494-8a45-4fb4-b68d-c7397d9ed743 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.580163Z

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.

Observation a82ce3c6-21eb-4006-a875-c8fa2385fc58 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:39:32.561125Z

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.

Observation af0a7832-82f0-486c-8a6f-606a21bdafaa · outbound

This paper cites qa_pairs.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding qa_pairs

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.544124Z

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.

Observation 41e263e3-785d-4819-9879-fb7c9691aba2 · outbound

This paper cites Do not use your own knowledge or opinion to second-guess it.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Do not use your own knowledge or opinion to second-guess it

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.518338Z

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.

Observation 50863346-1704-4a80-b6ea-6e68fbac3889 · outbound

This paper cites Decide ONLY whether the model answer commits to each of them; never introduce ground-truth dates of your own.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Decide ONLY whether the model answer commits to each of them; never introduce ground-truth dates of your own

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.486731Z

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.

Observation 0f6d49c6-6239-4a26-bf41-2ee1cc8e2518 · outbound

This paper cites 9 June 2011.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding 9 June 2011

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.471360Z

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.

Observation ba4a86e2-cf1f-434c-8e2a-73b97fed8442 · outbound

This paper cites Extra dates about other facts that do not conflict with the ground truth are NOT contradictions.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Extra dates about other facts that do not conflict with the ground truth are NOT contradictions

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.456009Z

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.

Observation e08c2111-f012-4648-acc5-46710a1a8271 · outbound

This paper cites raised to 15%.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding raised to 15%

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.440227Z

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.

Observation 05b63aab-b472-476e-a54b-7390ffa82684 · outbound

This paper cites Documented conflict for this item: {conflict}.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Documented conflict for this item: {conflict}

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:39:32.416895Z

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.

Observation c09cb58b-1019-4674-8bc5-0aa35b2e1fa9 · outbound

This paper cites {source_span}.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding {source_span}

Reference 31

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T04:39:32.341347Z

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.

Observation 48a818ee-6780-4ef1-93b3-47010672f131 · outbound

This paper cites an unresolved cited work.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Unresolved cited work

Reference 2000

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T04:39:32.951812Z

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.

Observation e4987ddc-6dc9-4252-9b81-67145138d5b2 · outbound

This paper cites Dated Data: Tracing Knowledge Cutoffs in Large Language Models.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Dated Data: Tracing Knowledge Cutoffs in Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:31.900307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03e6d6b5-084f-441c-b038-5929ce838398 · outbound

This paper cites Qwen3 Technical Report.

Time Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding Qwen3 Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-14T04:39:31.914163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.