Triple
T17902317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Behavioral theory of the firm |
E447611
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object | Herbert A. Simon |
E9726
|
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: Herbert A. Simon | Statement: [Behavioral theory of the firm, influencedBy, Herbert A. Simon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert A. Simon Context triple: [Behavioral theory of the firm, influencedBy, Herbert A. Simon]
-
A.
Herbert Simon
chosen
Herbert Simon was an American economist, political scientist, and cognitive psychologist renowned for his pioneering work on decision-making, bounded rationality, and artificial intelligence, for which he received the Nobel Prize in Economics.
-
B.
Herbert Simon
Herbert Simon is an American real estate developer and billionaire best known as the co-owner of the NBA’s Indiana Pacers and a principal figure in the Simon family’s shopping mall empire.
-
C.
Howard Raiffa
Howard Raiffa was an influential American statistician and decision theorist known for pioneering work in game theory, Bayesian analysis, and negotiation analysis.
-
D.
Allen Newell
Allen Newell was a pioneering American computer scientist and cognitive psychologist best known for his foundational work in artificial intelligence and human problem-solving, often in collaboration with Herbert A. Simon.
-
E.
Stafford Beer
Stafford Beer was a British theorist and consultant who pioneered the application of cybernetics to management and organizational design, notably through his Viable System Model.
- 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49e99c3188190aead24cd3d48c7a7 |
completed | April 19, 2026, 9:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a031b2a27748190b620da54b4222a37 |
completed | May 12, 2026, 12:20 p.m. |
Created at: April 10, 2026, 10:19 a.m.