Triple
T9402938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Card |
E226518
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
Orley Ashenfelter
Orley Ashenfelter is an American labor economist known for pioneering empirical methods in labor economics and mentoring influential economists, including Nobel laureate David Card.
|
E795881
|
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: Orley Ashenfelter | Statement: [David Card, doctoralAdvisor, Orley Ashenfelter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orley Ashenfelter Context triple: [David Card, doctoralAdvisor, Orley Ashenfelter]
-
A.
Mortimer Mishkin
Mortimer Mishkin was an American neuropsychologist renowned for his pioneering work on the brain mechanisms underlying memory and perception, particularly through lesion studies in primates.
-
B.
Bernard A. Friedman
Bernard A. Friedman is a United States federal judge known for his rulings on significant civil rights and constitutional law cases.
-
C.
Allan Loeb
Allan Loeb is an American screenwriter and producer known for writing films such as "Wall Street: Money Never Sleeps," "21," and "The Switch."
-
D.
Ben Sobel
Ben Sobel is a neurotic psychiatrist who becomes entangled with a mob boss as his reluctant therapist in the comedy film "Analyze This."
-
E.
David Sachs
David Sachs is the central character of the television series "Dads," around whom the show's comedic family and workplace situations revolve.
- 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: Orley Ashenfelter Triple: [David Card, doctoralAdvisor, Orley Ashenfelter]
Generated description
Orley Ashenfelter is an American labor economist known for pioneering empirical methods in labor economics and mentoring influential economists, including Nobel laureate David Card.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orley Ashenfelter Target entity description: Orley Ashenfelter is an American labor economist known for pioneering empirical methods in labor economics and mentoring influential economists, including Nobel laureate David Card.
-
A.
Mortimer Mishkin
Mortimer Mishkin was an American neuropsychologist renowned for his pioneering work on the brain mechanisms underlying memory and perception, particularly through lesion studies in primates.
-
B.
Bernard A. Friedman
Bernard A. Friedman is a United States federal judge known for his rulings on significant civil rights and constitutional law cases.
-
C.
Allan Loeb
Allan Loeb is an American screenwriter and producer known for writing films such as "Wall Street: Money Never Sleeps," "21," and "The Switch."
-
D.
Ben Sobel
Ben Sobel is a neurotic psychiatrist who becomes entangled with a mob boss as his reluctant therapist in the comedy film "Analyze This."
-
E.
David Sachs
David Sachs is the central character of the television series "Dads," around whom the show's comedic family and workplace situations revolve.
- 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_69ca843170f88190800a8ab2b5fc568e |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd51be35cc8190bafad423a142c305 |
completed | April 1, 2026, 5:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1012ca6c0819098c427233d226dd2 |
completed | April 4, 2026, 12:16 p.m. |
| NEDg | Description generation | batch_69d101bf84548190a28e5f24aff265b1 |
completed | April 4, 2026, 12:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1025ebf5c8190914b682117b01827 |
completed | April 4, 2026, 12:21 p.m. |
Created at: March 30, 2026, 7:46 p.m.