Triple
T18625992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | theory of the firm |
E455284
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | James March |
—
|
NE NERFINISHED |
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: James March | Statement: [theory of the firm, relatedTo, James March]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James March Context triple: [theory of the firm, relatedTo, James March]
-
A.
James G. March
chosen
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.
-
B.
Richard Neustadt
Richard Neustadt was an influential American political scientist and presidential scholar best known for his work on U.S. executive power, particularly his book "Presidential Power."
-
C.
Rufus W. Pierson
Rufus W. Pierson was a notable individual historically associated with the Pierson surname, though specific widely known biographical details about him are limited.
-
D.
Walter Neustadt
Walter Neustadt was a philanthropist and patron of the arts whose legacy is honored through the prestigious Neustadt International Prize for Literature.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f04d0cc81909c3c6022c5dfdb63 |
completed | April 19, 2026, 9:54 p.m. |
Created at: April 10, 2026, 11:46 a.m.