Triple
T12694054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Award for Entrepreneurship and Small Business Research |
E303282
|
entity |
| Predicate | notableRecipient |
P108
|
FINISHED |
| Object |
William J. Baumol
William J. Baumol was an influential American economist best known for his work on entrepreneurship, the theory of contestable markets, and the concept of "cost disease" in labor-intensive industries.
|
E998208
|
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: William J. Baumol | Statement: [International Award for Entrepreneurship and Small Business Research, notableRecipient, William J. Baumol]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William J. Baumol Context triple: [International Award for Entrepreneurship and Small Business Research, notableRecipient, William J. Baumol]
-
A.
Lawrence Klein
Lawrence Klein was an American economist and Nobel laureate renowned for his pioneering work in developing econometric models for forecasting economic trends.
-
B.
Robert Solow
Robert Solow is an American economist and Nobel laureate best known for developing the Solow–Swan growth model, which fundamentally shaped modern theories of economic growth and productivity.
-
C.
Merton Miller
Merton Miller was an American economist and Nobel laureate renowned for his pioneering work in corporate finance and capital structure theory.
-
D.
George Stigler
George Stigler was an American economist and Nobel laureate renowned for his work on industrial organization, the economics of regulation, and the history of economic thought.
-
E.
Robert J. Hodrick
Robert J. Hodrick is an American economist best known for his work in macroeconomics and finance, including the development of the Hodrick–Prescott filter used to analyze business cycles.
- 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: William J. Baumol Triple: [International Award for Entrepreneurship and Small Business Research, notableRecipient, William J. Baumol]
Generated description
William J. Baumol was an influential American economist best known for his work on entrepreneurship, the theory of contestable markets, and the concept of "cost disease" in labor-intensive industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William J. Baumol Target entity description: William J. Baumol was an influential American economist best known for his work on entrepreneurship, the theory of contestable markets, and the concept of "cost disease" in labor-intensive industries.
-
A.
Lawrence Klein
Lawrence Klein was an American economist and Nobel laureate renowned for his pioneering work in developing econometric models for forecasting economic trends.
-
B.
Robert Solow
Robert Solow is an American economist and Nobel laureate best known for developing the Solow–Swan growth model, which fundamentally shaped modern theories of economic growth and productivity.
-
C.
Merton Miller
Merton Miller was an American economist and Nobel laureate renowned for his pioneering work in corporate finance and capital structure theory.
-
D.
George Stigler
George Stigler was an American economist and Nobel laureate renowned for his work on industrial organization, the economics of regulation, and the history of economic thought.
-
E.
Robert J. Hodrick
Robert J. Hodrick is an American economist best known for his work in macroeconomics and finance, including the development of the Hodrick–Prescott filter used to analyze business cycles.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961dbc91c8190bec50797bbd593db |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671ae935c8190a7fc2cf3c0987248 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6740129688190b286ce7acb4848c7 |
completed | May 2, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675249d248190933421df49d3a2ab |
completed | May 2, 2026, 10:05 p.m. |
Created at: April 9, 2026, 5:22 p.m.