Triple
T4901101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas J. R. Hughes |
E109799
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Thomas J. R. Hughes |
E109799
|
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: Thomas J. R. Hughes | Statement: [Thomas J. R. Hughes, name, Thomas J. R. Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas J. R. Hughes Context triple: [Thomas J. R. Hughes, name, Thomas J. R. Hughes]
-
A.
Thomas J. R. Hughes
chosen
Thomas J. R. Hughes is a prominent American applied mathematician and engineer renowned for his pioneering contributions to finite element methods and computational mechanics.
-
B.
Emanuel R. Piore
Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
-
C.
Kenneth H. Jackson
Kenneth H. Jackson was a prominent 20th-century British linguist and historian renowned for his pioneering research on the history and development of the Celtic languages.
-
D.
Richard M. Cyert
Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
-
E.
Robert B. Bowler
Robert B. Bowler was an American public official who served as the United States Comptroller of the Treasury, overseeing federal financial accounts and fiscal administration.
- 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_69bd441180708190ba42ffb44fea533a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6e4dd6bc819094b1cbf533510995 |
completed | March 20, 2026, 3:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fd2a0348190a285ea1a62e7ae1b |
completed | March 21, 2026, 10:15 a.m. |
Created at: March 20, 2026, 1:28 p.m.