Triple
T19906889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isogeometric Analysis: Toward Integration of CAD and FEA |
E478441
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Thomas J.R. Hughes |
—
|
NE NERFINISHED |
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: [Isogeometric Analysis: Toward Integration of CAD and FEA, author, Thomas J.R. Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thomas J.R. Hughes Context triple: [Isogeometric Analysis: Toward Integration of CAD and FEA, author, 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.
Robert N. Wilentz
Robert N. Wilentz was an American lawyer and jurist who served as Chief Justice of the New Jersey Supreme Court from 1979 to 1996.
-
D.
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.
-
E.
Peter R. Eisenhardt
Peter R. Eisenhardt is an American astronomer known for his leadership in infrared sky surveys and his role in advancing space-based infrared astronomy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6598cc5108190bca2a47c9f8ef70f |
completed | April 20, 2026, 4:51 p.m. |
Created at: April 10, 2026, 1:52 p.m.