Triple
T182079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Financial Industry Regulatory Authority |
E3898
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
FINRA Arbitration Forum
The FINRA Arbitration Forum is a dispute resolution venue where investors and financial firms resolve securities-related conflicts through arbitration and mediation overseen by the Financial Industry Regulatory Authority.
|
E23445
|
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: FINRA Arbitration Forum | Statement: [Financial Industry Regulatory Authority, operates, FINRA Arbitration Forum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FINRA Arbitration Forum Context triple: [Financial Industry Regulatory Authority, operates, FINRA Arbitration Forum]
-
A.
Securities and Exchange Commission
The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
-
B.
U.S. Commodity Futures Trading Commission
The U.S. Commodity Futures Trading Commission is an independent federal agency that oversees and regulates U.S. derivatives markets, including futures, options, and certain swaps, to promote market integrity and protect investors.
-
C.
Autoriteit Financiële Markten
Autoriteit Financiële Markten is the Dutch financial markets authority responsible for supervising the conduct and transparency of financial institutions and markets in the Netherlands.
-
D.
Intercontinental Exchange
Intercontinental Exchange is a global operator of financial and commodity markets and exchanges, including the New York Stock Exchange, providing trading, clearing, data, and listing services.
-
E.
NYSE Arca
NYSE Arca is an electronic securities exchange in the United States known for trading exchange-traded funds (ETFs) and equities.
- 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: FINRA Arbitration Forum Triple: [Financial Industry Regulatory Authority, operates, FINRA Arbitration Forum]
Generated description
The FINRA Arbitration Forum is a dispute resolution venue where investors and financial firms resolve securities-related conflicts through arbitration and mediation overseen by the Financial Industry Regulatory Authority.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FINRA Arbitration Forum Target entity description: The FINRA Arbitration Forum is a dispute resolution venue where investors and financial firms resolve securities-related conflicts through arbitration and mediation overseen by the Financial Industry Regulatory Authority.
-
A.
Securities and Exchange Commission
The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
-
B.
U.S. Commodity Futures Trading Commission
The U.S. Commodity Futures Trading Commission is an independent federal agency that oversees and regulates U.S. derivatives markets, including futures, options, and certain swaps, to promote market integrity and protect investors.
-
C.
Autoriteit Financiële Markten
Autoriteit Financiële Markten is the Dutch financial markets authority responsible for supervising the conduct and transparency of financial institutions and markets in the Netherlands.
-
D.
Intercontinental Exchange
Intercontinental Exchange is a global operator of financial and commodity markets and exchanges, including the New York Stock Exchange, providing trading, clearing, data, and listing services.
-
E.
NYSE Arca
NYSE Arca is an electronic securities exchange in the United States known for trading exchange-traded funds (ETFs) and equities.
- 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_69a25497e2f08190a040f8c6e1842643 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25923507c8190bd7f6eda404b0da0 |
completed | Feb. 28, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2fd0405608190bf4c1aa8a8fa9ad1 |
completed | Feb. 28, 2026, 2:34 p.m. |
| NEDg | Description generation | batch_69a2fe96bec48190a7b8030b466b5e62 |
completed | Feb. 28, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2ff0f87b08190a5b4713d2b3340c6 |
completed | Feb. 28, 2026, 2:43 p.m. |
Created at: Feb. 28, 2026, 2:40 a.m.