Paper Citation Record · LEDGER

Ask-before-Plan: Proactive Language Agents for Real-World Planning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2406.12639.

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

pith.paper-citation-record.v1
2406.12639 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:58:33.385731Z

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

0
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 177d8b7d-b5c1-4bcd-881c-6107233d4250 · inbound

Bridging the Gap: From Ad-hoc to Proactive Search in Conversations cites this paper.

Bridging the Gap: From Ad-hoc to Proactive Search in Conversations Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-07T11:58:33.385731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 042dc4fe-e624-40a8-b539-b27c1dd9ee83 · inbound

ProactiveVA: Proactive Visual Analytics with LLM-Based UI Agent cites this paper.

ProactiveVA: Proactive Visual Analytics with LLM-Based UI Agent Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T14:42:25.567685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adf500f6-17ef-4ea8-acbd-bec7791bbc7c · inbound

ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents cites this paper.

ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T14:43:16.437567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 094b48a0-d092-4fdd-a8bb-ac3af939aec1 · inbound

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild cites this paper.

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:41:24.024644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 113d5beb-dc16-4724-ad46-a3b20899de35 · inbound

Omakase: proactive assistance with actionable suggestions for evolving scientific research projects cites this paper.

Omakase: proactive assistance with actionable suggestions for evolving scientific research projects Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-10T18:15:42.598751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06c620d2-a5b6-442b-8910-0212a4aae79e · inbound

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement cites this paper.

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:56:32.889227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1969ab5c-b048-42da-8eb6-4ca7c44f7644 · inbound

PersonalHomeBench: Evaluating Agents in Personalized Smart Homes cites this paper.

PersonalHomeBench: Evaluating Agents in Personalized Smart Homes Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T06:45:11.846673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 997d9aa8-4965-4d90-be96-ecf8c81f7d07 · inbound

HELP: Human-Efficient Large-Scale Robot Post-Training with Rollout Segmentation cites this paper.

HELP: Human-Efficient Large-Scale Robot Post-Training with Rollout Segmentation Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-14T15:55:25.318583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae3bc23-c1c7-47f9-9d27-8d1edd585235 · inbound

HELP: Human-Efficient Large-Scale Robot Post-Training with Rollout Segmentation cites this paper.

HELP: Human-Efficient Large-Scale Robot Post-Training with Rollout Segmentation Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:09.763068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4361aa6d-f918-43fa-b1e7-197ca5ece588 · inbound

Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration cites this paper.

Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T22:37:39.797360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05acbba8-9c78-4ed7-a154-24f63d8042fb · inbound

Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution cites this paper.

Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution Ask-before-Plan: Proactive Language Agents for Real-World Planning

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T00:20:37.273303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.