Triple
T17902315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behavioral theory of the firm |
E447611
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Richard M. Cyert |
E446939
|
NE FINISHED |
How this triple was built (2 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: Richard M. Cyert | Statement: [Behavioral theory of the firm, developedBy, Richard M. Cyert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard M. Cyert Context triple: [Behavioral theory of the firm, developedBy, Richard M. Cyert]
-
A.
Richard M. Cyert
chosen
Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
-
B.
Peter R. Eisenhardt
Peter R. Eisenhardt is an American astronomer known for his leadership in infrared sky surveys and his role in advancing space-based infrared astronomy.
-
C.
Emanuel R. Piore
Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
-
D.
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.
-
E.
James G. March
James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49e99c3188190aead24cd3d48c7a7 |
completed | April 19, 2026, 9:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a038fa1abc08190bb1d2aa8a662d207 |
completed | May 12, 2026, 8:37 p.m. |
Created at: April 10, 2026, 10:19 a.m.