Paper Citation Record · LEDGER

Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2505.13508.

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

pith.paper-citation-record.v1
2505.13508 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:47:53.635173Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:13:49.137814Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b3b7a993-388b-4473-bbb2-ac1b8c2be770 · inbound

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data cites this paper.

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T18:47:53.635173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92990183-3bcd-4f6b-ba83-a8aba7472d2c · inbound

Self-Aligned Reward: Towards Effective and Efficient Reasoners cites this paper.

Self-Aligned Reward: Towards Effective and Efficient Reasoners Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:31:44.459695Z

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 0754fe08-0436-4776-8cc8-44b7bc4c06ed · inbound

NeMo: Needle in a Montage for Video-Language Understanding cites this paper.

NeMo: Needle in a Montage for Video-Language Understanding Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T13:54:16.406981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa00cd6-5240-4417-bc9d-7c8c7cb1ee0b · inbound

AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection cites this paper.

AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T03:12:06.372058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39659f3b-8ecd-4068-8bbf-e2a59a86216c · inbound

Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs cites this paper.

Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:06:01.497920Z

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 a4067175-b618-44f7-b6b5-505a4cc3eec4 · inbound

Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs cites this paper.

Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T19:33:20.775008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67369dd0-ffe6-482d-9450-7b623277c354 · inbound

Evaluating Temporal Consistency in Multi-Turn Language Models cites this paper.

Evaluating Temporal Consistency in Multi-Turn Language Models Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:36:12.948453Z

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 2aa2c1b5-f1eb-4b78-8bfb-790b96f0ea52 · inbound

OracleProto: A Reproducible Framework for Benchmarking LLM Native Forecasting via Knowledge Cutoff and Temporal Masking cites this paper.

OracleProto: A Reproducible Framework for Benchmarking LLM Native Forecasting via Knowledge Cutoff and Temporal Masking Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:41:16.866553Z

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 88377007-8272-4ce7-be2c-7c38aa848f2d · inbound

Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search cites this paper.

Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:13:49.139704Z

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 fd587128-9dee-4641-812e-8d0a53abd11f · inbound

Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding cites this paper.

Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T19:34:49.358453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52719cf2-9811-4163-9e29-f0c614db0851 · inbound

Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding cites this paper.

Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:34.967740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.