Paper Citation Record · LEDGER

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents

As of 11 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 2 inbound Pith citation observations for arXiv:2505.19436.

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

pith.paper-citation-record.v1
2505.19436 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:17:34.261260Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T14:49:05.007261Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T14:49:05.045432Z

Reference resolution

11 of 11 outbound references displayed

verified exact1
verified fuzzy2
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9b9c515-e3ba-4472-8519-ddcab22daa8d · outbound

This paper cites The episodic buffer: A new component of working memory?Trends in Cognitive Sciences, 4(11):417–423, 2000.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents The episodic buffer: A new component of working memory?Trends in Cognitive Sciences, 4(11):417–423, 2000

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:33.299874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87c55a09-193c-4c9e-8d21-0353bd95fafe · outbound

This paper cites Language models are few-shot learners.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Language models are few-shot learners

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:35.084721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ac791807-7ac2-4707-8117-e23a10bd8300 · outbound

This paper cites A topological zero-one law and elementary equivalence of finitely generated groups.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents A topological zero-one law and elementary equivalence of finitely generated groups

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:17:34.762319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a446f5a-a428-4977-b000-53cf85c96ddf · outbound

This paper cites Survey of hallucination in natural language generation.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Survey of hallucination in natural language generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:33.566531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11799522-0fc5-44c8-a9a3-90ecd1e8f200 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:33.638090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e7b3e8-9373-497a-bfc8-4e00146360bd · outbound

This paper cites an unresolved cited work.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Unresolved cited work

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-07T14:17:34.591668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d6fdbb06-d7ea-4bdb-b163-3a6a2abec250 · outbound

This paper cites Searching for best practices in retrieval-augmented generation.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Searching for best practices in retrieval-augmented generation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:17:34.927071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b2bd1f42-ca3e-4d0c-95d6-57b2250b523d · outbound

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

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:33.880450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac0a7df4-1f0b-490e-8529-59836d734353 · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:34.166829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54714c57-309a-4efb-941f-27d9714f6456 · outbound

This paper cites MemoryBank: Enhancing Large Language Models with Long-Term Memory.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents MemoryBank: Enhancing Large Language Models with Long-Term Memory

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:34.261260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b175daa1-8289-4b65-aba6-3f885d3d0f6e · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents ReAct: Synergizing Reasoning and Acting in Language Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:34.067980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a443f4de-c68c-4360-86fc-50675f205f20 · inbound

MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory cites this paper.

MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T14:49:05.048532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bbfacc65-4d64-4c1d-bc03-cb59c9df8d4f · inbound

Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning cites this paper.

Vision-as-Inverse-Graphics Agent via Interleaved Multimodal Reasoning Task Memory Engine: Spatial Memory for Robust Multi-Step LLM Agents

Reference 66

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:51:00.587813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.