Triple
T9303714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew Gentzkow |
E223828
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Hunt Allcott
Hunt Allcott is an economist known for his research on behavioral economics, energy efficiency, and public policy.
|
E790061
|
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: Hunt Allcott | Statement: [Matthew Gentzkow, coAuthor, Hunt Allcott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunt Allcott Context triple: [Matthew Gentzkow, coAuthor, Hunt Allcott]
-
A.
Michael Shrieve
Michael Shrieve is an American drummer and percussionist best known for his work with Santana, including his iconic performance at Woodstock and contributions to their classic early albums.
-
B.
Alec Coppel
Alec Coppel was an Australian-born screenwriter and playwright best known for his work on classic suspense films, including contributing to the script of Alfred Hitchcock’s "Vertigo."
-
C.
Christopher Charles Geppert
Christopher Charles Geppert, better known as Christopher Cross, is an American singer-songwriter and guitarist famed for his soft rock hits like "Sailing" and "Arthur's Theme (Best That You Can Do)" that dominated the early 1980s.
-
D.
Christian Broun
Christian Broun was a Scottish noblewoman best known as the mother of James Broun-Ramsay, 1st Marquess of Dalhousie, who served as Governor-General of India in the mid-19th century.
-
E.
Dan Sullivan
Dan Sullivan is a Republican U.S. Senator from Alaska, known for his work on national security, energy policy, and Arctic issues.
- 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: Hunt Allcott Triple: [Matthew Gentzkow, coAuthor, Hunt Allcott]
Generated description
Hunt Allcott is an economist known for his research on behavioral economics, energy efficiency, and public policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunt Allcott Target entity description: Hunt Allcott is an economist known for his research on behavioral economics, energy efficiency, and public policy.
-
A.
Michael Shrieve
Michael Shrieve is an American drummer and percussionist best known for his work with Santana, including his iconic performance at Woodstock and contributions to their classic early albums.
-
B.
Alec Coppel
Alec Coppel was an Australian-born screenwriter and playwright best known for his work on classic suspense films, including contributing to the script of Alfred Hitchcock’s "Vertigo."
-
C.
Christopher Charles Geppert
Christopher Charles Geppert, better known as Christopher Cross, is an American singer-songwriter and guitarist famed for his soft rock hits like "Sailing" and "Arthur's Theme (Best That You Can Do)" that dominated the early 1980s.
-
D.
Christian Broun
Christian Broun was a Scottish noblewoman best known as the mother of James Broun-Ramsay, 1st Marquess of Dalhousie, who served as Governor-General of India in the mid-19th century.
-
E.
Dan Sullivan
Dan Sullivan is a Republican U.S. Senator from Alaska, known for his work on national security, energy policy, and Arctic issues.
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd08d4c5e48190aa8c744a158e5fbb |
completed | April 1, 2026, noon |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b26ae3c881909e88f0253e73f0ea |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b3ba0bd88190873816ec7e7929a7 |
completed | April 4, 2026, 6:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b49ec4c88190a48909e7022d7e60 |
completed | April 4, 2026, 6:50 a.m. |
Created at: March 30, 2026, 7:36 p.m.