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Paper Citation Record · LEDGER

ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2508.04266.

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

pith.paper-citation-record.v1
2508.04266 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:19:28.974033Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T00:37:29.833167Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 88237c87-3343-492e-8435-a7ec2e5655aa · inbound

WebMall -- A Multi-Shop Benchmark for Evaluating Web Agents cites this paper.

WebMall -- A Multi-Shop Benchmark for Evaluating Web Agents ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-06-19T17:11:52.431205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-18T22:31:19.752228Z digest=sha256:6cdffc5a330568bd2755358b008d21201fde73361bc39ae387987c7d752485d6

Observation f3f805fd-006a-40b3-8ce0-883e4d2f6389 · inbound

MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report) cites this paper.

MCP vs RAG vs NLWeb vs HTML: A Comparison of the Effectiveness and Efficiency of Different Agent Interfaces to the Web (Technical Report) ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-06-19T17:11:52.431205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-17T04:45:01.799128Z digest=sha256:71f62b439ddde1dd4f0dab0577c697658f4892d71dfe5ba41919c5a90202f0eb

Observation f527f767-899d-48af-ad41-dc53cb5ae26e · inbound

RecoAtlas: From Semantic Plausibility to Set-Level Utility in LLM Recommendation Agents cites this paper.

RecoAtlas: From Semantic Plausibility to Set-Level Utility in LLM Recommendation Agents ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-06-19T17:11:52.431205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-20T22:27:16.974169Z digest=sha256:6d19b2b9a021ac66eea2ed836df737683e24e39a7ac92535c783ea9992c1d437

Observation 7a9dbfd3-a215-468a-9d34-1a5a6801d988 · inbound

Bittensor Agent Arenas as a Trajectory Primitive: Distilling a Shopping Agent from ShoppingBench Subnet Traces cites this paper.

Bittensor Agent Arenas as a Trajectory Primitive: Distilling a Shopping Agent from ShoppingBench Subnet Traces ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-03T00:37:29.834539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-27T17:07:39.645843Z digest=sha256:c5c325be01bcf8838852e226dfffe9ef7ba8afcbe4891807039779ca23693271

Observation 32c1af03-2832-4011-b278-ffa3330a5a8d · inbound

ComboShoppingBench: Evaluating LLM Agents for Budget-Constrained Basket Shopping with Coupons cites this paper.

ComboShoppingBench: Evaluating LLM Agents for Budget-Constrained Basket Shopping with Coupons ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T20:19:28.974033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:19:28.974033Z digest=sha256:38f389d44ebfa88e701b3a8724a12f6f1665a2460e6559b5afec621ff2beb482