Triple

T221165
Position Surface form Disambiguated ID Type / Status
Subject Dodd–Frank Wall Street Reform and Consumer Protection Act E4216 entity
Predicate namedAfter P63 FINISHED
Object Barney Frank
Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
E41006 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: Barney Frank | Statement: [Dodd–Frank Wall Street Reform and Consumer Protection Act, namedAfter, Barney Frank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barney Frank
Context triple: [Dodd–Frank Wall Street Reform and Consumer Protection Act, namedAfter, Barney Frank]
  • A. Christopher Dodd
    Christopher Dodd is an American politician and former U.S. Senator from Connecticut who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
  • B. Everett Dirksen
    Everett Dirksen was a prominent mid-20th-century Republican U.S. Senator from Illinois known for his influential leadership and key role in passing major civil rights legislation.
  • C. Ben Nelson
    Ben Nelson is an American politician who served as the Democratic U.S. Senator from Nebraska from 2001 to 2013 and previously as the state's governor.
  • D. Paul Sarbanes
    Paul Sarbanes was a long-serving U.S. Senator from Maryland best known for co-authoring major corporate governance reforms in the early 2000s.
  • E. Sam Ervin
    Sam Ervin was a North Carolina Democratic senator best known for chairing the Senate Watergate Committee and playing a key role in the investigation that led to President Nixon’s resignation.
  • 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: Barney Frank
Triple: [Dodd–Frank Wall Street Reform and Consumer Protection Act, namedAfter, Barney Frank]
Generated description
Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barney Frank
Target entity description: Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
  • A. Christopher Dodd
    Christopher Dodd is an American politician and former U.S. Senator from Connecticut who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
  • B. Everett Dirksen
    Everett Dirksen was a prominent mid-20th-century Republican U.S. Senator from Illinois known for his influential leadership and key role in passing major civil rights legislation.
  • C. Ben Nelson
    Ben Nelson is an American politician who served as the Democratic U.S. Senator from Nebraska from 2001 to 2013 and previously as the state's governor.
  • D. Paul Sarbanes
    Paul Sarbanes was a long-serving U.S. Senator from Maryland best known for co-authoring major corporate governance reforms in the early 2000s.
  • E. Sam Ervin
    Sam Ervin was a North Carolina Democratic senator best known for chairing the Senate Watergate Committee and playing a key role in the investigation that led to President Nixon’s resignation.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c6e6fbc8190a8744e193df513e8 completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3c8b2a8a081908b45c15fae160d9e completed March 1, 2026, 5:03 a.m.
NEDg Description generation batch_69a3c933bb948190a11fa7c5500391be completed March 1, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69a3c9f98dec8190bec247226cdb09af completed March 1, 2026, 5:09 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.