Triple

T5340480
Position Surface form Disambiguated ID Type / Status
Subject FINRA E123931 entity
Predicate operates P24 FINISHED
Object Arbitration and Mediation Forum
The Arbitration and Mediation Forum is FINRA’s dispute resolution venue where investors and financial firms resolve securities-related conflicts through arbitration and mediation.
E512103 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: Arbitration and Mediation Forum | Statement: [FINRA, operates, Arbitration and Mediation Forum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arbitration and Mediation Forum
Context triple: [FINRA, operates, Arbitration and Mediation Forum]
  • A. Court of Arbitration
    The Court of Arbitration, now known as the Constitutional Court of Belgium, is the country’s highest judicial body for reviewing the constitutionality of laws and protecting fundamental rights.
  • B. Mediation Clinic
    The Mediation Clinic is a Columbia Law School program where students gain practical experience by helping parties resolve disputes through mediation and other alternative dispute resolution techniques.
  • C. Mediation Support Unit
    The Mediation Support Unit is a specialized division within the UN that provides expertise, advice, and operational support for peace mediation and conflict prevention efforts worldwide.
  • D. Federal Mediation and Conciliation Service
    The Federal Mediation and Conciliation Service is an independent U.S. government agency that promotes labor-management peace by providing mediation and conflict resolution services in labor disputes.
  • E. Community Court of Arbitration
    The Community Court of Arbitration was a judicial body responsible for resolving legal disputes and ensuring compliance with the constitutional framework of the French Community in Belgium.
  • 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: Arbitration and Mediation Forum
Triple: [FINRA, operates, Arbitration and Mediation Forum]
Generated description
The Arbitration and Mediation Forum is FINRA’s dispute resolution venue where investors and financial firms resolve securities-related conflicts through arbitration and mediation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arbitration and Mediation Forum
Target entity description: The Arbitration and Mediation Forum is FINRA’s dispute resolution venue where investors and financial firms resolve securities-related conflicts through arbitration and mediation.
  • A. Court of Arbitration
    The Court of Arbitration, now known as the Constitutional Court of Belgium, is the country’s highest judicial body for reviewing the constitutionality of laws and protecting fundamental rights.
  • B. Mediation Clinic
    The Mediation Clinic is a Columbia Law School program where students gain practical experience by helping parties resolve disputes through mediation and other alternative dispute resolution techniques.
  • C. Mediation Support Unit
    The Mediation Support Unit is a specialized division within the UN that provides expertise, advice, and operational support for peace mediation and conflict prevention efforts worldwide.
  • D. Federal Mediation and Conciliation Service
    The Federal Mediation and Conciliation Service is an independent U.S. government agency that promotes labor-management peace by providing mediation and conflict resolution services in labor disputes.
  • E. Community Court of Arbitration
    The Community Court of Arbitration was a judicial body responsible for resolving legal disputes and ensuring compliance with the constitutional framework of the French Community in Belgium.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85c9cff48190900d234a7569cd5d completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c8db388190a31f55854e7370fc completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.