Triple
T10099028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oliver Hart |
E215948
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E840030
|
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: Incomplete Contracts and the Theory of the Firm | Statement: [Oliver Hart, notableWork, Incomplete Contracts and the Theory of the Firm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Incomplete Contracts and the Theory of the Firm Context triple: [Oliver Hart, notableWork, Incomplete Contracts and the Theory of the Firm]
-
A.
"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.
-
B.
The Theory of Industrial Organization
The Theory of Industrial Organization is a foundational economics textbook by Jean Tirole that systematically develops modern industrial organization theory using game-theoretic tools.
-
C.
The Theory of Contracts
The Theory of Contracts is a foundational work in contract theory and economics that analyzes how optimal contracts can be designed under conditions of asymmetric information and incentive problems.
-
D.
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.
-
E.
Markets and Hierarchies: Analysis and Antitrust Implications
Markets and Hierarchies: Analysis and Antitrust Implications is a seminal 1975 book in transaction cost economics that examines how firms and markets are structured and the implications of these organizational forms for antitrust policy.
- 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: Incomplete Contracts and the Theory of the Firm Triple: [Oliver Hart, notableWork, Incomplete Contracts and the Theory of the Firm]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Incomplete Contracts and the Theory of the Firm Target entity description: 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.
-
A.
"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.
-
B.
The Theory of Industrial Organization
The Theory of Industrial Organization is a foundational economics textbook by Jean Tirole that systematically develops modern industrial organization theory using game-theoretic tools.
-
C.
The Theory of Contracts
The Theory of Contracts is a foundational work in contract theory and economics that analyzes how optimal contracts can be designed under conditions of asymmetric information and incentive problems.
-
D.
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.
-
E.
Markets and Hierarchies: Analysis and Antitrust Implications
Markets and Hierarchies: Analysis and Antitrust Implications is a seminal 1975 book in transaction cost economics that examines how firms and markets are structured and the implications of these organizational forms for antitrust policy.
- 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_69ca83a4947c8190823a7495dc5d96ed |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd07d686481908d9bb91392954474 |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b6c218b08190853b0979296e2f83 |
completed | April 5, 2026, 7:23 p.m. |
| NEDg | Description generation | batch_69d2b790cc188190b5c16c89beaa8aca |
completed | April 5, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b81e7b948190baa417186aac284b |
completed | April 5, 2026, 7:29 p.m. |
Created at: March 30, 2026, 9:02 p.m.