Triple
T8216801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Research Institute for Advanced Studies |
E191952
|
entity |
| Predicate | employed |
P7
|
FINISHED |
| Object | Lotfi A. Zadeh |
E62372
|
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: Lotfi A. Zadeh | Statement: [Research Institute for Advanced Studies, employed, Lotfi A. Zadeh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lotfi A. Zadeh Context triple: [Research Institute for Advanced Studies, employed, Lotfi A. Zadeh]
-
A.
Lotfi A. Zadeh
chosen
Lotfi A. Zadeh was an Azerbaijani-American computer scientist and electrical engineer best known for founding fuzzy logic and making pioneering contributions to systems theory and artificial intelligence.
-
B.
Norbert Wiener
Norbert Wiener was an American mathematician and philosopher best known as the founder of cybernetics and for his pioneering work in stochastic processes and harmonic analysis.
-
C.
Edward Feigenbaum
Edward Feigenbaum is an American computer scientist known as the "father of expert systems" for his pioneering work in artificial intelligence and knowledge-based systems.
-
D.
Zellig Harris
Zellig Harris was an influential American linguist known for his pioneering work in structural linguistics and discourse analysis, and for mentoring Noam Chomsky.
-
E.
Rudolf E. Kalman
Rudolf E. Kalman was a pioneering control theorist best known for developing the Kalman filter, a fundamental algorithm in modern control, signal processing, and navigation systems.
- 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_69ca82c8c054819087fedd9a5436b8a3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb776f41108190bed1c6a8ddbea374 |
completed | March 31, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedfb6f608190aebfa720b56325e5 |
completed | April 1, 2026, 10:05 a.m. |
Created at: March 30, 2026, 5:44 p.m.