Paper Citation Record · LEDGER

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.04761.

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

pith.paper-citation-record.v1
2608.04761 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:44:41.594843Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

19 of 19 outbound references displayed

verified exact2
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb973df9-8f3f-42de-9069-e107d4d027dc · outbound

This paper cites gluten free chai orca spice flavor under $20.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval gluten free chai orca spice flavor under $20

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.544366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea94abbd-b662-4156-802b-4cc3e130192f · outbound

This paper cites CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.531235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf6b1ea8-d8a2-4741-858f-5de2c7f5452d · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval MemGPT: Towards LLMs as Operating Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.535260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06e7698e-4a65-4826-8d9f-2ba88bb2a97c · outbound

This paper cites an unresolved cited work.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.555960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f74f8fad-b928-4378-a77d-755ab2ba2f2c · outbound

This paper cites Emergent bottleneck-category correspondence.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Emergent bottleneck-category correspondence

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.559579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb489cc3-b98d-497e-a7d0-5ec95b927dd2 · outbound

This paper cites an unresolved cited work.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.548223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7debec44-0ffa-475a-9cd7-f6cf365b0ba8 · outbound

This paper cites an unresolved cited work.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.551680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93b88b61-eaf9-491c-9905-82cedf8429d5 · outbound

This paper cites an unresolved cited work.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.567661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8699110f-1848-4a82-960f-716588032724 · outbound

This paper cites an unresolved cited work.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.571216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96692511-050d-49eb-8172-5639c507634b · outbound

This paper cites Find me height adjustable, high density, easy install, easy assemble home office chairs for living room with color: type 7-pink, and price lower than 120.00 dollars.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Find me height adjustable, high density, easy install, easy assemble home office chairs for living room with color: type 7-pink, and price lower than 120.00 dollars

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.574892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2226c07-8341-42cd-8fa3-c95e84a478b4 · outbound

This paper cites Base frequently skips this step, resulting in partial scores (0.600–0.857) instead of perfect scores.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Base frequently skips this step, resulting in partial scores (0.600–0.857) instead of perfect scores

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.578413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e146d8a1-9459-4e2a-b7c6-ddba6555af50 · outbound

This paper cites InsightEmb’s insights about query reformulation and error recovery help the agent find the product and complete the purchase.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval InsightEmb’s insights about query reformulation and error recovery help the agent find the product and complete the purchase

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.581658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2d53e5-c46f-42b0-9fc1-cac34bfccdd3 · outbound

This paper cites to solve inclined- plane friction tasks, place the object on the ramp, vary the relevant surface or angle, observe whether it slides, then compare outcomes.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval to solve inclined- plane friction tasks, place the object on the ramp, vary the relevant surface or angle, observe whether it slides, then compare outcomes

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.585031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c125dffa-477d-4672-b4e5-ca2ec7e97fdb · outbound

This paper cites setting up the ramp and observing motion rather than inspecting nearby objects.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval setting up the ramp and observing motion rather than inspecting nearby objects

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.588449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3df4f2f9-af55-4306-a4cb-14f1b6024adb · outbound

This paper cites an unresolved cited work.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.591832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67504de8-adf1-4bca-9fb6-7a76d16a006e · outbound

This paper cites Inclined planes involve ramps and objects moving down slopes.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Inclined planes involve ramps and objects moving down slopes

Reference 19

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T17:44:42.250681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f38e164c-b6a2-4a94-9c7d-e04573e30629 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Measuring Mathematical Problem Solving With the MATH Dataset

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.526436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc55dda8-1e18-4c4b-aaea-3010f79e3a87 · outbound

This paper cites Query” = query-only sam- ples, and “Traj.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval Query” = query-only sam- ples, and “Traj

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T17:44:41.539618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ba92af5-2d59-489a-b5b9-0a4bb3385011 · outbound

This paper cites structural diversity.

InsightEmb: Learning Action-Intent Embeddings for Agentic Insight Retrieval structural diversity

Reference 2025

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T17:44:42.413209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.