Triple
T472629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samantha Power |
E8591
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Cass Sunstein
Cass Sunstein is an American legal scholar and Harvard Law professor known for his influential work on constitutional law, behavioral economics, and public policy, including the concept of "nudge."
|
E59309
|
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: Cass Sunstein | Statement: [Samantha Power, spouse, Cass Sunstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cass Sunstein Context triple: [Samantha Power, spouse, Cass Sunstein]
-
A.
Michael S. Barr
Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
-
B.
Gary King
Gary King is a prominent American political scientist and quantitative methodologist at Harvard University, known for his influential work in statistical methods for social science research.
-
C.
Jeff Gitelman
Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
-
D.
Lawrence Weingarten
Lawrence Weingarten was an American film producer best known for his work at MGM during Hollywood’s classic studio era, overseeing numerous popular comedies and dramas.
-
E.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
- 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: Cass Sunstein Triple: [Samantha Power, spouse, Cass Sunstein]
Generated description
Cass Sunstein is an American legal scholar and Harvard Law professor known for his influential work on constitutional law, behavioral economics, and public policy, including the concept of "nudge."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cass Sunstein Target entity description: Cass Sunstein is an American legal scholar and Harvard Law professor known for his influential work on constitutional law, behavioral economics, and public policy, including the concept of "nudge."
-
A.
Michael S. Barr
Michael S. Barr is an American legal scholar and policymaker who serves as a key U.S. financial regulator, overseeing banking supervision and financial stability at the Federal Reserve.
-
B.
Gary King
Gary King is a prominent American political scientist and quantitative methodologist at Harvard University, known for his influential work in statistical methods for social science research.
-
C.
Jeff Gitelman
Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
-
D.
Lawrence Weingarten
Lawrence Weingarten was an American film producer best known for his work at MGM during Hollywood’s classic studio era, overseeing numerous popular comedies and dramas.
-
E.
James Q. Wilson
James Q. Wilson was a prominent American political scientist best known for his work on crime, policing, and public policy, including the influential "broken windows" theory.
- 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_69a2e7f3aeb48190a19453e3a043f486 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eff24108819092fdb85019ec4089 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a462fbc760819092a3065fbb0ef589 |
completed | March 1, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69a4638ac9a481909da9430a589408a3 |
completed | March 1, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a463e978508190baab1c4a721661fb |
completed | March 1, 2026, 4:06 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.