Triple
T10995054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ikujiro Nonaka |
E259841
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
David J. Teece
David J. Teece is a prominent economist and scholar best known for his work on dynamic capabilities, innovation, and strategic management in business.
|
E898717
|
NE FINISHED |
How this triple was built (4 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: David J. Teece | Statement: [Ikujiro Nonaka, coAuthor, David J. Teece]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David J. Teece Context triple: [Ikujiro Nonaka, coAuthor, David J. Teece]
-
A.
Richard M. Cyert
Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
-
B.
Clayton Christensen
Clayton Christensen was an influential American business scholar and Harvard Business School professor best known for developing the theory of disruptive innovation.
-
C.
Alan Birkinshaw
Alan Birkinshaw is a British film director and producer known for his work in low-budget horror and exploitation cinema from the 1970s and 1980s.
-
D.
Michael Porter
Michael Porter is a renowned American economist and Harvard Business School professor best known for his influential theories on competitive strategy and the competitiveness of nations and industries.
-
E.
John Seely Brown
John Seely Brown is an American researcher and former chief scientist at Xerox PARC known for his influential work on organizational learning, innovation, and the social dimensions of technology.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: David J. Teece Triple: [Ikujiro Nonaka, coAuthor, David J. Teece]
Generated description
David J. Teece is a prominent economist and scholar best known for his work on dynamic capabilities, innovation, and strategic management in business.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David J. Teece Target entity description: David J. Teece is a prominent economist and scholar best known for his work on dynamic capabilities, innovation, and strategic management in business.
-
A.
Richard M. Cyert
Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
-
B.
Clayton Christensen
Clayton Christensen was an influential American business scholar and Harvard Business School professor best known for developing the theory of disruptive innovation.
-
C.
Alan Birkinshaw
Alan Birkinshaw is a British film director and producer known for his work in low-budget horror and exploitation cinema from the 1970s and 1980s.
-
D.
Michael Porter
Michael Porter is a renowned American economist and Harvard Business School professor best known for his influential theories on competitive strategy and the competitiveness of nations and industries.
-
E.
John Seely Brown
John Seely Brown is an American researcher and former chief scientist at Xerox PARC known for his influential work on organizational learning, innovation, and the social dimensions of technology.
- F. None of above. chosen
Provenance (5 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d795d59ebc8190baff1f50bdc46c1b |
completed | April 9, 2026, 12:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3451451988190add2762b1e1be8ed |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e3556fd3548190a33f04604be947cf |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3593b0f8481909ed7a90f8bb9839d |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:24 p.m.