Triple
T571879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James L. Flanagan |
E13679
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object | Leo Beranek |
E20736
|
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: Leo Beranek | Statement: [James L. Flanagan, doctoralAdvisor, Leo Beranek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leo Beranek Context triple: [James L. Flanagan, doctoralAdvisor, Leo Beranek]
-
A.
Leo Beranek
chosen
Leo Beranek was an American acoustics expert, engineer, and entrepreneur known for his pioneering work in architectural acoustics and co-founding the influential technology company Bolt Beranek and Newman.
-
B.
Hendrik Wade Bode
Hendrik Wade Bode was an American engineer and scientist renowned for his pioneering contributions to control theory, communication systems, and feedback amplifier design.
-
C.
Robert Karplus
Robert Karplus was an American physicist and influential science educator known for his pioneering work in physics education research and curriculum development.
-
D.
Wallace Clement Sabine
Wallace Clement Sabine was an American physicist regarded as the founder of architectural acoustics, known for his pioneering work on reverberation and sound in enclosed spaces.
-
E.
John R. Pierce
John R. Pierce was an American engineer and scientist best known for his pioneering work in communications technology, including satellite and microwave systems, and for coining the term "transistor."
- 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_69a4933fa4d88190a7949cc83c08c5c1 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49b49bad88190bc73d31a317c0ef4 |
completed | March 1, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5291f50e481909cf404c6b4050b94 |
completed | March 2, 2026, 6:07 a.m. |
Created at: March 1, 2026, 7:33 p.m.