Triple
T693607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friedrich Hayek |
E13848
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
James M. Buchanan
James M. Buchanan was an American economist and Nobel laureate best known for founding public choice theory, which applies economic analysis to political decision-making.
|
E95079
|
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 M. Buchanan | Statement: [Friedrich Hayek, influenced, James M. Buchanan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James M. Buchanan Context triple: [Friedrich Hayek, influenced, James M. Buchanan]
-
A.
William Davis
William Davis was a settler who is historically remembered as one of the notable victims killed during the 1862 Indian Creek massacre in Illinois.
-
B.
John Nance Garner
John Nance Garner was an American Democratic politician who served as the 32nd vice president of the United States and a powerful Speaker of the House before that.
-
C.
James Baker
James Baker is an American statesman and Republican political figure who served in several top U.S. government roles, including White House Chief of Staff and Secretary of State, under multiple presidential administrations in the late 20th century.
-
D.
Wallace Harrison
Wallace Harrison was a prominent 20th-century American architect known for leading major modernist projects in New York City, including significant civic and cultural landmarks.
-
E.
Robert A. Taft
Robert A. Taft was a prominent mid-20th-century U.S. senator from Ohio, known as “Mr. Republican” for his influential conservative leadership and opposition to many New Deal and postwar internationalist policies.
- 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 M. Buchanan Triple: [Friedrich Hayek, influenced, James M. Buchanan]
Generated description
James M. Buchanan was an American economist and Nobel laureate best known for founding public choice theory, which applies economic analysis to political decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James M. Buchanan Target entity description: James M. Buchanan was an American economist and Nobel laureate best known for founding public choice theory, which applies economic analysis to political decision-making.
-
A.
William Davis
William Davis was a settler who is historically remembered as one of the notable victims killed during the 1862 Indian Creek massacre in Illinois.
-
B.
John Nance Garner
John Nance Garner was an American Democratic politician who served as the 32nd vice president of the United States and a powerful Speaker of the House before that.
-
C.
James Baker
James Baker is an American statesman and Republican political figure who served in several top U.S. government roles, including White House Chief of Staff and Secretary of State, under multiple presidential administrations in the late 20th century.
-
D.
Wallace Harrison
Wallace Harrison was a prominent 20th-century American architect known for leading major modernist projects in New York City, including significant civic and cultural landmarks.
-
E.
Robert A. Taft
Robert A. Taft was a prominent mid-20th-century U.S. senator from Ohio, known as “Mr. Republican” for his influential conservative leadership and opposition to many New Deal and postwar internationalist policies.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0b1e1d08190bdd42f57be5c2a6b |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a68918e87c819085df25ee862ba836 |
completed | March 3, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69a68d097d088190aa19d2857c6419c2 |
completed | March 3, 2026, 7:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6ce6e692081908a49b12729f59a84 |
completed | March 3, 2026, 12:05 p.m. |
Created at: March 1, 2026, 7:36 p.m.