Triple
T12702354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Outline of a New Approach to the Analysis of Complex Systems and Decision Processes |
E303491
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | L. 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: L. A. Zadeh | Statement: [Outline of a New Approach to the Analysis of Complex Systems and Decision Processes, hasAuthor, L. A. Zadeh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: L. A. Zadeh Context triple: [Outline of a New Approach to the Analysis of Complex Systems and Decision Processes, hasAuthor, L. 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.
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.
-
C.
Waldemar Pawlak
Waldemar Pawlak is a Polish politician and longtime leader of the Polish People's Party who twice served as Prime Minister of Poland in the early 1990s.
-
D.
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.
-
E.
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.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961f0941081908a879cde0be48667 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af47b3d48190923e731c3733428a |
completed | May 3, 2026, 2:13 a.m. |
Created at: April 9, 2026, 5:22 p.m.