Paper Citation Record · LEDGER

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability

As of 7 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2607.02686.

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

pith.paper-citation-record.v1
2607.02686 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T07:43:59.534909Z

measured 14 of 14 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 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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0cfdc46-b887-44c4-9423-780482c8db3c · outbound

This paper cites Monteiro, N.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Monteiro, N

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13a4cd5-8979-41df-b67d-b16658f6f152 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c340456d-0ce1-4f55-b760-1d479b9d3618 · outbound

This paper cites Valmeekam, K.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Valmeekam, K

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a80b2c-43b4-493a-bf4d-ab256eb9c6f7 · outbound

This paper cites Chevalier-Boisvert, B.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Chevalier-Boisvert, B

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec736aa-66df-4009-9630-4030d0f80ee8 · outbound

This paper cites POPGym: Benchmarking Partially Observable Reinforcement Learning.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability POPGym: Benchmarking Partially Observable Reinforcement Learning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8027810-0153-4565-9655-5d93926db218 · outbound

This paper cites an unresolved cited work.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b88868b-d8cd-4419-a795-fe8e2af0f425 · outbound

This paper cites an unresolved cited work.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227e6c22-6979-4d61-bd88-4e0c5053c71f · outbound

This paper cites URL: https://qwen.ai/blog?id= qwen3.5.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability URL: https://qwen.ai/blog?id= qwen3.5

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9eb6bac-7fa1-483b-9a25-63987a8d2839 · outbound

This paper cites Raffin, A.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Raffin, A

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c166eb31-b7a5-45f4-9e4b-5edc51d21163 · outbound

This paper cites Gavenski, J.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Gavenski, J

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14135e61-49be-447d-acf0-d56c45595e7e · outbound

This paper cites Akiba, S.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Akiba, S

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2916db4-bfec-47c0-924d-07c3eeca2c13 · outbound

This paper cites Carta, C.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Carta, C

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a738967-a9d7-4ce0-90b5-ceb2efea6ae3 · outbound

This paper cites Valmeekam, M.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Valmeekam, M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32cf2a1e-cb60-4d78-ad00-64d0dc5ecd03 · outbound

This paper cites Kambhampati, K.

ASK in the Dark: Uncertainty-Gated LLM Assistance under Partial Observability Kambhampati, K

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T07:43:59.534909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.