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Paper Citation Record · LEDGER

OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2506.05606.

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

pith.paper-citation-record.v1
2506.05606 v7

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:13:29.080919Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T02:47:49.516764Z

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 9391ca7b-429b-4994-a220-a8f2c6f0f8b9 · inbound

Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization cites this paper.

Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-03T00:13:29.080919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T00:13:29.080919Z digest=sha256:139c924a7e7f4222ce925b659561ab542cc066d60aa9793c753249501db41c25

Observation 059bcf3c-2b85-438b-89f1-c0210dba7b6c · inbound

SimPersona: Learning Discrete Buyer Personas from Raw Clickstreams for Grounded E-Commerce Agents cites this paper.

SimPersona: Learning Discrete Buyer Personas from Raw Clickstreams for Grounded E-Commerce Agents OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-15T02:58:33.318248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-15T02:56:41.567057Z digest=sha256:3b37438ab68976c04718dacdbf9bd1adb54d0816f3b2203ab7961bf78f610681

Observation 454a60d3-7c1e-4425-b5f6-17d8f74ca3af · inbound

SimPersona: Learning Discrete Buyer Personas from Raw Clickstreams for Grounded E-Commerce Agents cites this paper.

SimPersona: Learning Discrete Buyer Personas from Raw Clickstreams for Grounded E-Commerce Agents OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-19T17:22:41.630867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-19T17:20:43.036396Z digest=sha256:04a4de66c53795580dfe42ca3df00c46d5f9a5ef1f8b4459a6fb063cea5cb88a

Observation 46994e05-a8ed-495d-adc7-abddd69ce0b0 · inbound

ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents cites this paper.

ShopGym: An Integrated Framework for Realistic Simulation and Scalable Benchmarking of E-Commerce Web Agents OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-05-20T17:58:49.732290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-20T17:56:58.838109Z digest=sha256:eace8320652316604c8931879a85f7aa7ae176bfd3519e4d81257fef4da6aaa2

Observation 153ca9fe-21bb-46bc-b29a-ccbe0915f87d · inbound

SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents cites this paper.

SimGym: A Framework for A/B Test Simulation in E-Commerce with Traffic-Grounded VLM Agents OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-20T06:38:05.687451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-20T06:36:30.620503Z digest=sha256:8b1991eecdcab7cac8c4d4843ae671aa85c6511d22781d0b5cbfb0d54367cc59

Observation 612ea1b1-96f0-4432-ba0c-476adf80089f · inbound

PerceptUI: LLM Agents as Human-Aligned Synthetic Users for UI/UX Evaluation cites this paper.

PerceptUI: LLM Agents as Human-Aligned Synthetic Users for UI/UX Evaluation OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 16

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T13:06:59.250156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T01:34:07.048187Z digest=sha256:1d896c510eef8afea266999260e242e8203835f6d9d3b3d60b77f36c47d3733c

Observation 88d8fd2c-92e1-4b32-8bf4-119d81c3ae4b · inbound

Customer-Agent: Overcoming Context Limitations in Ultra-Long Shopping Trajectories via Tool-Augmented Agents and RLVR cites this paper.

Customer-Agent: Overcoming Context Limitations in Ultra-Long Shopping Trajectories via Tool-Augmented Agents and RLVR OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 22

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T20:47:23.411816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-27T20:05:34.326966Z digest=sha256:1be5950b49670640c6ab1aa7c0355af60e928de363a0303706b48745ff85485d

Observation f01a81a8-e120-4923-9d22-a2d6c85cf2f3 · inbound

SENTINEL: Failure-Driven Reinforcement Learning for Training Tool-Using Language Model Agents cites this paper.

SENTINEL: Failure-Driven Reinforcement Learning for Training Tool-Using Language Model Agents OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 43

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T14:58:33.222060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-27T06:49:12.070481Z digest=sha256:ef013f1115f2b09d57500067c236acce8724ae81a1f1361f66b3ad6fa4a11871

Observation ccbc2921-b8e7-44fe-a3c1-ee72bdcc98aa · inbound

Iterating Toward Better Search: A Two-Agent Simulation Framework for Evaluating Agentic Search Architectures in E-Commerce cites this paper.

Iterating Toward Better Search: A Two-Agent Simulation Framework for Evaluating Agentic Search Architectures in E-Commerce OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T14:18:23.043182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-27T07:05:31.737761Z digest=sha256:303688243998eff0a3e8f946af7f2b57e40ae274a5704c9ecd5acb7adcf5f0bb

Observation 5c288dcf-d0b4-4ef3-93cf-e21198b82978 · inbound

PERSONAJUDGE: Simulating Individual Human Preference Judgments with Evaluator-Specific Demonstration Data cites this paper.

PERSONAJUDGE: Simulating Individual Human Preference Judgments with Evaluator-Specific Demonstration Data OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Reference 30

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T02:47:49.544839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-07-11T02:42:04.463553Z digest=sha256:e82869a9543bdeb471dd9ce54fe2ac1f80291ec85c61f63bde135eb62a1755f2