Triple
T8195442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Seely Brown |
E191417
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
John Hagel III
John Hagel III is an American management consultant, author, and business strategist known for his work on digital transformation, business ecosystems, and the future of work.
|
E718419
|
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: John Hagel III | Statement: [John Seely Brown, coAuthor, John Hagel III]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hagel III Context triple: [John Seely Brown, coAuthor, John Hagel III]
-
A.
Thomas M. Davenport
Thomas M. Davenport is an individual honored as the namesake of the University of Virginia’s baseball stadium, reflecting his significant contributions or support to the program.
-
B.
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.
-
C.
James G. March
James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
-
D.
Robert H. Waterman
Robert H. Waterman was a 19th-century American sea captain and entrepreneur known for his role in the early development and founding of Fairfield, California.
-
E.
Tom Davenport
Tom Davenport is a supporting character in the play and film "Inherit the Wind," serving as the local prosecutor who assists Matthew Harrison Brady in the courtroom battle over the teaching of evolution.
- 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: John Hagel III Triple: [John Seely Brown, coAuthor, John Hagel III]
Generated description
John Hagel III is an American management consultant, author, and business strategist known for his work on digital transformation, business ecosystems, and the future of work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Hagel III Target entity description: John Hagel III is an American management consultant, author, and business strategist known for his work on digital transformation, business ecosystems, and the future of work.
-
A.
Thomas M. Davenport
Thomas M. Davenport is an individual honored as the namesake of the University of Virginia’s baseball stadium, reflecting his significant contributions or support to the program.
-
B.
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.
-
C.
James G. March
James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
-
D.
Robert H. Waterman
Robert H. Waterman was a 19th-century American sea captain and entrepreneur known for his role in the early development and founding of Fairfield, California.
-
E.
Tom Davenport
Tom Davenport is a supporting character in the play and film "Inherit the Wind," serving as the local prosecutor who assists Matthew Harrison Brady in the courtroom battle over the teaching of evolution.
- 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_69ca82c6e9548190a4c5ca14516e4417 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb5c20fbd08190b9966e3c967e9c71 |
completed | March 31, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedaab8848190877fbe2de9b83957 |
completed | April 1, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_69ccf1b706f08190993f4a75eac5f49c |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd059457788190a900402ee4cd50d5 |
completed | April 1, 2026, 11:46 a.m. |
Created at: March 30, 2026, 5:42 p.m.