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.