Triple
T21802347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Argyris Professor of Psychology |
E538267
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Chris Argyris
Chris Argyris was an influential American organizational theorist and psychologist known for his work on organizational learning, action science, and the dynamics of individual and organizational behavior.
|
E1502109
|
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: Chris Argyris | Statement: [Chris Argyris Professor of Psychology, namedAfter, Chris Argyris]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chris Argyris Context triple: [Chris Argyris Professor of Psychology, namedAfter, Chris Argyris]
-
A.
Daniel J. Levinson
Daniel J. Levinson was an American psychologist and social researcher best known for his influential work on adult development and life structure, as well as his contributions to studies of personality and authority.
-
B.
Charles Barnard Handy
Charles Barnard Handy was the father of influential American blues composer and musician W. C. Handy.
-
C.
Robert I. Sutton
Robert I. Sutton is an American organizational psychologist and Stanford professor best known for his research and popular books on workplace behavior, leadership, and evidence-based management.
-
D.
Randall L. Pfeffer
Randall L. Pfeffer is an individual notable enough to be specifically cited as a bearer of the surname Pfeffer, though detailed public information about his life or work appears to be limited.
-
E.
Robert Katz
Robert Katz is a film producer best known for his work on projects such as the 1993 historical war drama "Gettysburg."
- 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: Chris Argyris Triple: [Chris Argyris Professor of Psychology, namedAfter, Chris Argyris]
Generated description
Chris Argyris was an influential American organizational theorist and psychologist known for his work on organizational learning, action science, and the dynamics of individual and organizational behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chris Argyris Target entity description: Chris Argyris was an influential American organizational theorist and psychologist known for his work on organizational learning, action science, and the dynamics of individual and organizational behavior.
-
A.
Daniel J. Levinson
Daniel J. Levinson was an American psychologist and social researcher best known for his influential work on adult development and life structure, as well as his contributions to studies of personality and authority.
-
B.
Charles Barnard Handy
Charles Barnard Handy was the father of influential American blues composer and musician W. C. Handy.
-
C.
Robert I. Sutton
Robert I. Sutton is an American organizational psychologist and Stanford professor best known for his research and popular books on workplace behavior, leadership, and evidence-based management.
-
D.
Randall L. Pfeffer
Randall L. Pfeffer is an individual notable enough to be specifically cited as a bearer of the surname Pfeffer, though detailed public information about his life or work appears to be limited.
-
E.
Robert Katz
Robert Katz is a film producer best known for his work on projects such as the 1993 historical war drama "Gettysburg."
- 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_69e0c4733f4081909a86622e7e6d15d2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0780062688190a6c3a2a0364f0f77 |
completed | April 28, 2026, 9:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a3e827ad88190869f3c4797c80891 |
completed | May 17, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a0a3f4358d48190a88208a55d19a9ef |
completed | May 17, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a404206e0819080c640619cd277ab |
completed | May 17, 2026, 10:25 p.m. |
Created at: April 16, 2026, 6:53 p.m.