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Paper Citation Record · LEDGER

Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2412.15701.

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

pith.paper-citation-record.v1
2412.15701 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 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 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:22:36.543155Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ac12ab8f-31bb-4c36-aeca-e09ac8978904 · inbound

Sparks of Science: Hypothesis Generation Using Structured Paper Data cites this paper.

Sparks of Science: Hypothesis Generation Using Structured Paper Data Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T12:22:36.543155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T12:22:36.543155Z digest=sha256:1eab7d3cf3f45aadd346c0423694795945884e6157ed8150be4accc3e158d1b3

Observation eb7e15e8-bd80-4a24-844a-de789efaf93a · inbound

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering cites this paper.

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T22:11:54.211105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:11:54.211105Z digest=sha256:836550290ead2e9838c66941eef444f886c77dccf2d83e5b2c7dfd451e07e2f3

Observation 8cb3675a-7542-4dcc-9171-142235c4e674 · inbound

When Should Users Check? Modeling Confirmation Frequency inMulti-Step Agentic AI Tasks cites this paper.

When Should Users Check? Modeling Confirmation Frequency inMulti-Step Agentic AI Tasks Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=pdf_text observed=2026-05-18T08:59:35.944554Z digest=sha256:4e806e0ba2c9e0d4da4f61115e53dffcc93e71953d262cba495a9832debcb570

Observation 53d568e1-48ee-45c4-94c2-2935430d4a9f · inbound

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling cites this paper.

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=pdf_text observed=2026-05-10T17:12:21.813803Z digest=sha256:78f2ee7f632042d192f515ec581ba9f64fc82608cee9fa9aca0b6642330ef9e9

Observation e63ab47e-05ed-4234-9096-96ea283918a3 · inbound

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling cites this paper.

Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward Modeling Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=pdf_text observed=2026-05-12T02:59:19.674646Z digest=sha256:3e8ba060d58ff022d9835351e1b29bcc7f121a4d8b10f281fd7881ca59c206c8

Observation 3af43150-c849-4e16-b09f-acd275120b3b · inbound

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies cites this paper.

Imperfectly Cooperative Human-AI Interactions: Comparing the Impacts of Human and AI Attributes in Simulated and User Studies Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=arxiv_source observed=2026-05-10T09:39:56.132765Z digest=sha256:58cc1a54e10e25e4bc1c03003d859bb03ec7a7a34290f8b8d13a98079e2f0fa9

Observation c73a2109-d815-423c-894c-033b8f5ba57f · inbound

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures cites this paper.

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 93

Resolution
metadata mismatch
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=pdf_text observed=2026-05-10T04:31:28.242097Z digest=sha256:e800ea85e67d1629ac4b4a3c6787cea7865aa718a4c6363a5fdfee9f35632911

Observation 2976c3e0-e243-477e-86c0-8728091a6ea9 · inbound

Decoupled Travel Planning with Behavior Forest cites this paper.

Decoupled Travel Planning with Behavior Forest Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=pdf_text observed=2026-05-09T22:52:05.428745Z digest=sha256:dd31722d8988cc513fcc48a2291d000fc260351abe8e71aeb7b6c481031265bb

Observation a08140e0-0d51-4ff2-80ef-f2cbd0690d39 · inbound

Alignment has a Fantasia Problem cites this paper.

Alignment has a Fantasia Problem Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=arxiv_source observed=2026-05-09T21:37:54.545865Z digest=sha256:851876b4d878f0f4951a5a21c25047ddac1fe14d9693568d1e1fd039d5839f58

Observation b9aec6fc-0451-48cf-b668-e668c9089918 · inbound

Revisable by Design: A Theory of Streaming LLM Agent Execution cites this paper.

Revisable by Design: A Theory of Streaming LLM Agent Execution Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=pdf_text observed=2026-05-08T08:24:17.936859Z digest=sha256:60087c2d0f9a5bd57d929023a35cfb4acd64feedaf6863482220c21036a404c8

Observation e72050b7-684e-490d-bfc3-7c2bb619ef4d · inbound

A paradox of AI fluency cites this paper.

A paradox of AI fluency Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=arxiv_source observed=2026-05-07T16:17:48.531790Z digest=sha256:fca95da0f490de8d665763d1c1e1e32733be6a6b3bbe723546b3d603c5d51f06

Observation 529737df-4359-463d-9eac-67756662fdb9 · inbound

Human agency in initial human-AI proof formalization workflows cites this paper.

Human agency in initial human-AI proof formalization workflows Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 95

Resolution
metadata mismatch
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=arxiv_source observed=2026-06-28T09:29:50.282874Z digest=sha256:9758c9d4a206be5efcbd0346a0a2db19ef05d90c3bb8a978c475d537af4f5b63

Observation 78954339-fea2-4334-ba15-9128562de85a · inbound

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups cites this paper.

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration

Reference 78

Resolution
verified exact
arxiv_id, observed 2026-08-11T02:12:40.017226Z

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.

source=arxiv_source observed=2026-06-26T12:58:09.227648Z digest=sha256:3ccbf0c32f59f6fc6a85d2cea1369a5a9278b52b311e8e0a6fb19d1a31d305e2