Paper Citation Record · LEDGER

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2605.28831.

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

pith.paper-citation-record.v1
2605.28831 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T23:31:35.459743Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

8 of 8 outbound references displayed

verified exact0
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b81a7ab-71dd-4a0f-b3ab-bf6be0adb3d6 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering Training Verifiers to Solve Math Word Problems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adfb310d-62bc-45dd-abbe-e9015e727ef4 · outbound

This paper cites Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a93c7042-dab0-4976-a2f1-938a8a17c1e1 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c9e3657-099f-47f1-b872-26084c8ed404 · outbound

This paper cites InProceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, pages 11084–11108.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering InProceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, pages 11084–11108

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce827b64-6eb5-470b-8711-8f8e3e65312f · outbound

This paper cites GPT-4 Technical Report.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering GPT-4 Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf569e4b-67f7-449b-9558-01b394233498 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30669b76-e33a-4154-af40-30c16378a1d2 · outbound

This paper cites Instruction Diversity Drives Generalization To Unseen Tasks.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering Instruction Diversity Drives Generalization To Unseen Tasks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c505e567-d3d5-4e20-975e-b57e9882515d · outbound

This paper cites The primary computational overhead during generation arises from API calls, while post- training costs remain lightweight.

S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering The primary computational overhead during generation arises from API calls, while post- training costs remain lightweight

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T23:31:35.459743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.