Triple
T12702190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lotfi A. Zadeh |
E303488
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Fuzzy Sets (1965 paper) |
E303490
|
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: Fuzzy Sets (1965 paper) | Statement: [Lotfi A. Zadeh, notableWork, Fuzzy Sets (1965 paper)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fuzzy Sets (1965 paper) Context triple: [Lotfi A. Zadeh, notableWork, Fuzzy Sets (1965 paper)]
-
A.
Fuzzy Sets (1965)
chosen
Fuzzy Sets (1965) is Lotfi A. Zadeh’s seminal paper that introduced the mathematical framework of fuzzy set theory, laying the foundation for reasoning with imprecise and vague information in fields like control systems and artificial intelligence.
-
B.
Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (1973)
"Outline of a New Approach to the Analysis of Complex Systems and Decision Processes" (1973) is a seminal paper by Lotfi A. Zadeh that introduced the concept of fuzzy logic as a framework for modeling and reasoning about complex, uncertain systems and human decision-making.
-
C.
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems is a leading peer-reviewed journal focusing on the theory, design, and applications of fuzzy systems and related computational intelligence methodologies.
-
D.
IEEE International Conference on Fuzzy Systems
The IEEE International Conference on Fuzzy Systems is a leading annual research conference focused on fuzzy logic, fuzzy systems, and their applications in computational intelligence and related fields.
-
E.
Moore 1965 paper
The Moore 1965 paper is Gordon Moore’s seminal article that introduced the observation now known as Moore’s Law, predicting the exponential growth in the number of components on integrated circuits over time.
- 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_69f671b27790819085f0f03af33f8f21 |
completed | May 2, 2026, 9:50 p.m. |
Created at: April 9, 2026, 5:22 p.m.