Paper Citation Record · LEDGER

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search

As of 6 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2603.15262.

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

pith.paper-citation-record.v1
2603.15262 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-15T10:23:16.733919Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:36:58.655481Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact9
verified fuzzy1
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db433833-9f2b-4884-b122-648082a539ce · outbound

This paper cites GPT-4 Technical Report.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search GPT-4 Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:25:26.643756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c335f26-1372-4249-8331-fcece5b6b285 · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.492648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 262fc93e-a75b-4cb4-a60d-6ab6e5d7a02a · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.489163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fecbf444-8c16-41b2-801e-176821ec0498 · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.495936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c26cd67-b617-4109-b196-582655f564f3 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:25:26.649254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 07e5ac2c-0001-43b2-b9b8-8abc246d16fb · outbound

This paper cites Zhang, Bin Kuang, and Arul T.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Zhang, Bin Kuang, and Arul T

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T10:25:27.503145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 97bc47c1-a913-45b1-9c66-380db8aa69ab · outbound

This paper cites Step-DeepResearch technical report.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Step-DeepResearch technical report

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:25:26.640376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4b98b5ed-455f-4e40-bb5f-69355f71118f · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:25:26.636910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6eaa1259-d41a-4e60-bf6e-08ea39c625f6 · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.499533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 51939a0f-3408-4218-9f3c-01b96ed44427 · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.520404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 946fabc6-d139-49f2-8441-818ebcb600fb · outbound

This paper cites WebSailor: Navigating Super-human Reasoning for Web Agent.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search WebSailor: Navigating Super-human Reasoning for Web Agent

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-17T15:37:09.773663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8ae1d3e9-0050-4f16-8722-335fa57581ce · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.510754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5b0cabc8-00a1-4c11-b228-9cdf7cc74361 · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.514000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c8c43a3b-3a9d-43e5-b84d-d8f57f67bb77 · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.517131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ed62ec1-2beb-4ddc-8147-bc97204dffee · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.523413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 718327bb-eaea-4bd0-ba43-6f068f15cbd4 · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.526525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8fd81af6-64eb-4a65-b5c0-32393b9ea33c · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:25:26.653001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9ff210f9-52b6-4fc4-b64c-39ff2df7e87c · outbound

This paper cites Tongyi DeepResearch Technical Report.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Tongyi DeepResearch Technical Report

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:25:26.665295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9302369b-fda0-42ae-bd5c-337642ee1241 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:25:26.656332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5ef04054-598e-447d-94b6-7c732976e22c · outbound

This paper cites Qwen3 Technical Report.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Qwen3 Technical Report

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-05-15T10:25:26.668956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dfaa4ec4-af70-45ea-94c2-faa3248fe23b · outbound

This paper cites an unresolved cited work.

Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-15T10:25:27.507206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation 5c0887de-c86e-4357-99d4-d4702cf95298 · inbound

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads cites this paper.

SMART: LLM-Augmented Hybrid Retrieval for Dynamic Product Ads Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:36:58.655481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.