Triple
T11002334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamiltonian Monte Carlo |
E260030
|
entity |
| Predicate | introducedBy |
P513
|
FINISHED |
| Object | Radford M. Neal |
E315948
|
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: Radford M. Neal | Statement: [Hamiltonian Monte Carlo, introducedBy, Radford M. Neal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Radford M. Neal Context triple: [Hamiltonian Monte Carlo, introducedBy, Radford M. Neal]
-
A.
Radford M. Neal
chosen
Radford M. Neal is a statistician and computer scientist known for his influential work on Bayesian methods, Markov chain Monte Carlo, and neural networks.
-
B.
William H. Press
William H. Press is an American astrophysicist and computational scientist known for his influential work in numerical analysis, cosmology, and science policy, including co-authoring the widely used textbook "Numerical Recipes."
-
C.
Stephen Trott
Stephen Trott is an American lawyer and former federal official who later served as a judge on the U.S. Court of Appeals for the Ninth Circuit.
-
D.
Joseph Randall Shapiro
Joseph Randall Shapiro was an American art collector and philanthropist best known for establishing the Museum of Contemporary Art in Chicago.
-
E.
Graeme C. Gibson
Graeme C. Gibson is a Canadian novelist, environmentalist, and cultural advocate known for his contributions to Canadian literature and his role in founding the Writers' Union of Canada.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d796d760008190930228fa77b61b8b |
completed | April 9, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3453d181081908cb58a957f4d1295 |
completed | April 18, 2026, 8:47 a.m. |
Created at: April 8, 2026, 9:25 p.m.