Triple
T1098982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leontief Prize |
E24333
|
entity |
| Predicate | notableLaureate |
P1618
|
FINISHED |
| Object |
James K. Boyce
James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
|
E346071
|
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: James K. Boyce | Statement: [Leontief Prize, notableLaureate, James K. Boyce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James K. Boyce Context triple: [Leontief Prize, notableLaureate, James K. Boyce]
-
A.
Charles J. Hatfield
Charles J. Hatfield was an American physician and public health leader best known as a co-founder and early driving force behind the American Cancer Society.
-
B.
James R. Rice
James R. Rice is a prominent American engineer and applied mechanician renowned for his foundational contributions to fracture mechanics and solid mechanics.
-
C.
Holland M. Smith
Holland M. Smith was a prominent U.S. Marine Corps general in World War II, renowned for his leadership of amphibious assaults in the Pacific Theater.
-
D.
William M. Rice
William M. Rice was an American businessman and philanthropist best known as the founder and namesake of Rice University in Houston, Texas.
-
E.
Samuel J. Kirkwood
Samuel J. Kirkwood was a 19th-century American politician best known for serving as governor of Iowa and as a U.S. senator during the Civil War era.
- 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: James K. Boyce Triple: [Leontief Prize, notableLaureate, James K. Boyce]
Generated description
James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James K. Boyce Target entity description: James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
-
A.
Charles J. Hatfield
Charles J. Hatfield was an American physician and public health leader best known as a co-founder and early driving force behind the American Cancer Society.
-
B.
James R. Rice
James R. Rice is a prominent American engineer and applied mechanician renowned for his foundational contributions to fracture mechanics and solid mechanics.
-
C.
Holland M. Smith
Holland M. Smith was a prominent U.S. Marine Corps general in World War II, renowned for his leadership of amphibious assaults in the Pacific Theater.
-
D.
William M. Rice
William M. Rice was an American businessman and philanthropist best known as the founder and namesake of Rice University in Houston, Texas.
-
E.
Samuel J. Kirkwood
Samuel J. Kirkwood was a 19th-century American politician best known for serving as governor of Iowa and as a U.S. senator during the Civil War era.
- 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_69a4940542308190ac2a0b1f730b7cfc |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b9bd4eec819094fe09e13b7b07b8 |
completed | March 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f38ecc488190a2f7f66f5ae27477 |
completed | March 12, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_69b2f6a6d23c81908c2d9e2da3fc51d6 |
completed | March 12, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3096e0db4819089ed2ae7b4f4501e |
completed | March 12, 2026, 6:43 p.m. |
Created at: March 1, 2026, 7:43 p.m.