Triple
T9486405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Cochrane |
E228772
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | John Cochrane |
E228772
|
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 Cochrane | Statement: [John Cochrane, name, John Cochrane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Cochrane Context triple: [John Cochrane, name, John Cochrane]
-
A.
John Cochrane
chosen
John Cochrane is an American economist known for his work on asset pricing, macroeconomics, and financial economics, and for his influential role in academic and policy debates.
-
B.
Robert C. Murphy
Robert C. Murphy was a prominent American jurist who served as Chief Judge of the Maryland Court of Appeals and significantly influenced the state's legal system.
-
C.
John B. Taylor
John B. Taylor is an American economist best known for formulating the influential Taylor rule for monetary policy and for his contributions to modern macroeconomic and New Keynesian theory.
-
D.
Robert D. Murphy
Robert D. Murphy was a prominent American diplomat and foreign service officer who played key roles in U.S. policy during and after World War II, particularly in Europe.
-
E.
Michael Spence
Michael Spence is an Australian legal scholar and university leader who has served as the head of major universities, including University College London.
- 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_69ca84730a5081908de282651019bf2f |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd8051303881909566126a2688e41c |
completed | April 1, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12d1326b8819084c6d9490b7a96dc |
completed | April 4, 2026, 3:24 p.m. |
Created at: March 30, 2026, 7:55 p.m.