Triple
T2493912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | neoclassical economics |
E52109
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | John Hicks |
E40411
|
NE FINISHED |
How this triple was built (2 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: John Hicks | Statement: [neoclassical economics, associatedWith, John Hicks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hicks Context triple: [neoclassical economics, associatedWith, John Hicks]
-
A.
John R. Hicks
chosen
John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
-
B.
Charles Morris
Charles Morris was a distinguished early 19th-century United States Navy officer noted for his valor and leadership during the War of 1812.
-
C.
Raymond Priestley
Raymond Priestley was a British geologist and Antarctic explorer who later became a prominent academic and university administrator.
-
D.
A. W. Phillips
A. W. Phillips was a New Zealand-born economist best known for formulating the relationship between unemployment and wage/price inflation that became known as the Phillips curve.
-
E.
H. A. Prichard
H. A. Prichard was a 20th-century British moral philosopher known for his influential work in intuitionist ethics and his critique of consequentialist moral theories.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd193fe7881909b08768c44b15049 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f9608e48190825417943e8c4559 |
completed | March 9, 2026, 7:29 p.m. |
Created at: March 6, 2026, 9:45 p.m.