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.