Triple

T3969931
Position Surface form Disambiguated ID Type / Status
Subject State Bar of California E92303 entity
Predicate oversees P46 FINISHED
Object Mandatory Fee Arbitration Program
The Mandatory Fee Arbitration Program is a California State Bar-administered system that provides clients and attorneys with a low-cost, informal process to resolve disputes over legal fees.
E404764 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mandatory Fee Arbitration Program | Statement: [State Bar of California, oversees, Mandatory Fee Arbitration Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mandatory Fee Arbitration Program
Context triple: [State Bar of California, oversees, Mandatory Fee Arbitration Program]
  • A. Multi-Party Interim Appeal Arbitration Arrangement
    The Multi-Party Interim Appeal Arbitration Arrangement is a World Trade Organization mechanism created by a group of members to provide an alternative system for resolving trade dispute appeals while the WTO Appellate Body is non-functional.
  • B. Principles of the Law of Aggregate Litigation
    Principles of the Law of Aggregate Litigation is an American Law Institute project that provides modern guidance and best practices for handling complex aggregate and class action lawsuits in the United States.
  • C. Mandel Legal Aid Clinic
    The Mandel Legal Aid Clinic is the University of Chicago Law School’s in-house legal clinic where law students provide supervised legal services to low-income and underserved clients while gaining practical litigation and advocacy experience.
  • D. Do Not Pay system
    The Do Not Pay system is a U.S. government data analytics platform used to prevent and detect improper payments by screening recipients against multiple federal and state databases.
  • E. FINRA Code of Arbitration Procedure
    The FINRA Code of Arbitration Procedure is a set of rules established by the Financial Industry Regulatory Authority that governs how disputes between investors, brokers, and brokerage firms are resolved through arbitration.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mandatory Fee Arbitration Program
Triple: [State Bar of California, oversees, Mandatory Fee Arbitration Program]
Generated description
The Mandatory Fee Arbitration Program is a California State Bar-administered system that provides clients and attorneys with a low-cost, informal process to resolve disputes over legal fees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mandatory Fee Arbitration Program
Target entity description: The Mandatory Fee Arbitration Program is a California State Bar-administered system that provides clients and attorneys with a low-cost, informal process to resolve disputes over legal fees.
  • A. Multi-Party Interim Appeal Arbitration Arrangement
    The Multi-Party Interim Appeal Arbitration Arrangement is a World Trade Organization mechanism created by a group of members to provide an alternative system for resolving trade dispute appeals while the WTO Appellate Body is non-functional.
  • B. Principles of the Law of Aggregate Litigation
    Principles of the Law of Aggregate Litigation is an American Law Institute project that provides modern guidance and best practices for handling complex aggregate and class action lawsuits in the United States.
  • C. Mandel Legal Aid Clinic
    The Mandel Legal Aid Clinic is the University of Chicago Law School’s in-house legal clinic where law students provide supervised legal services to low-income and underserved clients while gaining practical litigation and advocacy experience.
  • D. Do Not Pay system
    The Do Not Pay system is a U.S. government data analytics platform used to prevent and detect improper payments by screening recipients against multiple federal and state databases.
  • E. FINRA Code of Arbitration Procedure
    The FINRA Code of Arbitration Procedure is a set of rules established by the Financial Industry Regulatory Authority that governs how disputes between investors, brokers, and brokerage firms are resolved through arbitration.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69aed96624188190ac8c45bb57ab72b5 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9942c908190aface17a4e8d356d completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54006b5e48190973e30055a0893a5 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b54126234c8190990cf6df84a83e92 completed March 14, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69b5458d736481908ca826fa4fd01b8c completed March 14, 2026, 11:25 a.m.
Created at: March 9, 2026, 3:32 p.m.