Triple
T12105127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schwartz |
E288281
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Barry Schwartz
Barry Schwartz is an American psychologist and author best known for his work on the paradox of choice and the effects of consumer culture on well-being.
|
E964994
|
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: Barry Schwartz | Statement: [Schwartz, hasNotableBearer, Barry Schwartz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barry Schwartz Context triple: [Schwartz, hasNotableBearer, Barry Schwartz]
-
A.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
-
B.
Russell Gewirtz
Russell Gewirtz is an American screenwriter best known for writing the crime thriller film "Inside Man."
-
C.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
D.
James M. Carlsmith
James M. Carlsmith was a social psychologist best known for his influential experimental work on cognitive dissonance conducted with Leon Festinger.
-
E.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
- 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: Barry Schwartz Triple: [Schwartz, hasNotableBearer, Barry Schwartz]
Generated description
Barry Schwartz is an American psychologist and author best known for his work on the paradox of choice and the effects of consumer culture on well-being.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barry Schwartz Target entity description: Barry Schwartz is an American psychologist and author best known for his work on the paradox of choice and the effects of consumer culture on well-being.
-
A.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
-
B.
Russell Gewirtz
Russell Gewirtz is an American screenwriter best known for writing the crime thriller film "Inside Man."
-
C.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
D.
James M. Carlsmith
James M. Carlsmith was a social psychologist best known for his influential experimental work on cognitive dissonance conducted with Leon Festinger.
-
E.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
- 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_69d6ab4a5c448190a110d1273314b21a |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d91561eaec819096ba00682d81f41a |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f677039481908f14fa12b9b86910 |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f600b6769481909d0308c8f77b2ef3 |
completed | May 2, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f601e7f3b0819098a2245b9f9316b9 |
completed | May 2, 2026, 1:53 p.m. |
Created at: April 8, 2026, 9:48 p.m.