Triple
T18562190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Gardner March |
E453671
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | A Behavioral Theory of the Firm |
—
|
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: A Behavioral Theory of the Firm | Statement: [James Gardner March, notableWork, A Behavioral Theory of the Firm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Behavioral Theory of the Firm Context triple: [James Gardner March, notableWork, A Behavioral Theory of the Firm]
-
A.
behavioral theory of the firm
chosen
The behavioral theory of the firm is an organizational and economic framework that explains how companies actually make decisions based on bounded rationality, routines, and internal politics rather than purely profit-maximizing optimization.
-
B.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
C.
Studies in Economic Theory of Decision and Organization
Studies in Economic Theory of Decision and Organization is a seminal collection of Jacob Marschak’s contributions to decision theory and the economics of organizations, emphasizing formal analysis of choice under uncertainty and information.
-
D.
Incomplete Contracts and the Theory of the Firm
Incomplete Contracts and the Theory of the Firm is a foundational work in organizational and contract theory that analyzes how incomplete contracts shape firm boundaries, ownership structures, and incentives.
-
E.
The Economic Approach to Human Behavior
The Economic Approach to Human Behavior is a seminal work by economist Gary Becker that applies economic reasoning and rational choice theory to a wide range of social and individual behaviors beyond traditional markets.
- 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53afb4f088190adf0b2b64057a210 |
completed | April 19, 2026, 8:28 p.m. |
Created at: April 10, 2026, 11:42 a.m.