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.