Triple
T6246478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Douglass C. North |
E139732
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Structure and Change in Economic History
Structure and Change in Economic History is a seminal book by economist Douglass C. North that applies institutional and economic theory to explain long-term historical development and economic performance.
|
E579979
|
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: Structure and Change in Economic History | Statement: [Douglass C. North, notableWork, Structure and Change in Economic History]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Structure and Change in Economic History Context triple: [Douglass C. North, notableWork, Structure and Change in Economic History]
-
A.
A Theory of Economic History
A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
-
B.
History of Economic Analysis
History of Economic Analysis is a comprehensive, posthumously published survey of the development of economic thought, written by economist Joseph Schumpeter.
-
C.
Introduction to Modern Economic Growth
Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
-
D.
“On the Mechanics of Economic Development”
“On the Mechanics of Economic Development” is a seminal 1988 paper by economist Robert Lucas Jr. that helped found modern endogenous growth theory by explaining how human capital accumulation and externalities drive long-run economic growth.
-
E.
The Economic Institutions of Capitalism
The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
- 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: Structure and Change in Economic History Triple: [Douglass C. North, notableWork, Structure and Change in Economic History]
Generated description
Structure and Change in Economic History is a seminal book by economist Douglass C. North that applies institutional and economic theory to explain long-term historical development and economic performance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Structure and Change in Economic History Target entity description: Structure and Change in Economic History is a seminal book by economist Douglass C. North that applies institutional and economic theory to explain long-term historical development and economic performance.
-
A.
A Theory of Economic History
A Theory of Economic History is an influential work by economist John R. Hicks that applies economic theory to interpret and explain long-term historical development and institutional change.
-
B.
History of Economic Analysis
History of Economic Analysis is a comprehensive, posthumously published survey of the development of economic thought, written by economist Joseph Schumpeter.
-
C.
Introduction to Modern Economic Growth
Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
-
D.
“On the Mechanics of Economic Development”
“On the Mechanics of Economic Development” is a seminal 1988 paper by economist Robert Lucas Jr. that helped found modern endogenous growth theory by explaining how human capital accumulation and externalities drive long-run economic growth.
-
E.
The Economic Institutions of Capitalism
The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
- 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_69c008b1c5088190ae6de2555fc05ad8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0631d9e648190a59ab4001f506424 |
completed | March 22, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c2440e47108190b07fa65db104e773 |
completed | March 24, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c4fb6ab25081909bce29ecee57cb42 |
completed | March 26, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c4fc5c18088190ba2ee0d182d7f3c2 |
completed | March 26, 2026, 9:29 a.m. |
Created at: March 22, 2026, 4:23 p.m.