Triple
T12702353
| 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 | alternativeName |
P39
|
FINISHED |
| Object | Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (paper) |
E303491
|
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: Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (paper) | Statement: [Outline of a New Approach to the Analysis of Complex Systems and Decision Processes, alternativeName, Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (paper)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (paper) Context triple: [Outline of a New Approach to the Analysis of Complex Systems and Decision Processes, alternativeName, Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (paper)]
-
A.
Outline of a New Approach to the Analysis of Complex Systems and Decision Processes (1973)
chosen
"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.
-
B.
The Systems Approach
The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
-
C.
Models of Bounded Rationality
Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
-
D.
Simple Rules for a Complex World
Simple Rules for a Complex World is a legal and economic treatise by Richard A. Epstein arguing that societies function best under a framework of clear, general, and minimal legal rules rather than complex regulatory schemes.
-
E.
Studies in Economic Theory of Decision and Organization
Studies in Economic Theory of Decision and Organization is a seminal collection of Jacob Marschak’s contributions to decision theory and the economics of organizations, emphasizing formal analysis of choice under uncertainty and information.
- 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.