Triple
T11555265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robbins |
E274002
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Stephen P. Robbins
Stephen P. Robbins is a prominent American author and scholar best known for his widely used textbooks on organizational behavior, management, and related business disciplines.
|
E932863
|
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: Stephen P. Robbins | Statement: [Robbins, hasNotableBearer, Stephen P. Robbins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen P. Robbins Context triple: [Robbins, hasNotableBearer, Stephen P. Robbins]
-
A.
Jeffrey Pfeffer
Jeffrey Pfeffer is an American organizational theorist and professor renowned for his influential work on power, leadership, and evidence-based management in the workplace.
-
B.
Robert I. Sutton
Robert I. Sutton is an American organizational psychologist and Stanford professor best known for his research and popular books on workplace behavior, leadership, and evidence-based management.
-
C.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
-
D.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
-
E.
Daniel J. Levinson
Daniel J. Levinson was an American psychologist and social researcher best known for his influential work on adult development and life structure, as well as his contributions to studies of personality and authority.
- 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: Stephen P. Robbins Triple: [Robbins, hasNotableBearer, Stephen P. Robbins]
Generated description
Stephen P. Robbins is a prominent American author and scholar best known for his widely used textbooks on organizational behavior, management, and related business disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen P. Robbins Target entity description: Stephen P. Robbins is a prominent American author and scholar best known for his widely used textbooks on organizational behavior, management, and related business disciplines.
-
A.
Jeffrey Pfeffer
Jeffrey Pfeffer is an American organizational theorist and professor renowned for his influential work on power, leadership, and evidence-based management in the workplace.
-
B.
Robert I. Sutton
Robert I. Sutton is an American organizational psychologist and Stanford professor best known for his research and popular books on workplace behavior, leadership, and evidence-based management.
-
C.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
-
D.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
-
E.
Daniel J. Levinson
Daniel J. Levinson was an American psychologist and social researcher best known for his influential work on adult development and life structure, as well as his contributions to studies of personality and authority.
- 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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88a86be308190973fea5d7db8ba9d |
completed | April 10, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6e865c3008190bc2f04a1048f2fed |
completed | April 21, 2026, 3 a.m. |
| NEDg | Description generation | batch_69e6ef93e7d88190af3853b82de23c1b |
completed | April 21, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f9144afc819081ee7f78e32ad39a |
completed | April 21, 2026, 4:12 a.m. |
Created at: April 8, 2026, 9:37 p.m.