Triple
T12509671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blanchard |
E299041
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ken Blanchard
Ken Blanchard is an American author, speaker, and management expert best known for co-authoring the influential leadership book "The One Minute Manager."
|
E986870
|
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: Ken Blanchard | Statement: [Blanchard, hasNotableBearer, Ken Blanchard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ken Blanchard Context triple: [Blanchard, hasNotableBearer, Ken Blanchard]
-
A.
Warren DeMartini
Warren DeMartini is an American guitarist best known as the lead guitarist for the glam metal band Ratt, where his melodic, technically skilled playing helped define the group’s signature sound in the 1980s.
-
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.
Jim Collins
Jim Collins is an American business consultant and author best known for his influential management books such as "Good to Great" and "Built to Last."
-
D.
Stephen R. Covey
Stephen R. Covey was an American educator, author, and leadership expert best known for his influential work on personal and organizational effectiveness.
-
E.
Donald L. Kirkpatrick
Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
- 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: Ken Blanchard Triple: [Blanchard, hasNotableBearer, Ken Blanchard]
Generated description
Ken Blanchard is an American author, speaker, and management expert best known for co-authoring the influential leadership book "The One Minute Manager."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ken Blanchard Target entity description: Ken Blanchard is an American author, speaker, and management expert best known for co-authoring the influential leadership book "The One Minute Manager."
-
A.
Warren DeMartini
Warren DeMartini is an American guitarist best known as the lead guitarist for the glam metal band Ratt, where his melodic, technically skilled playing helped define the group’s signature sound in the 1980s.
-
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.
Jim Collins
Jim Collins is an American business consultant and author best known for his influential management books such as "Good to Great" and "Built to Last."
-
D.
Stephen R. Covey
Stephen R. Covey was an American educator, author, and leadership expert best known for his influential work on personal and organizational effectiveness.
-
E.
Donald L. Kirkpatrick
Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541c1ca08190a4026c394ebcbeb5 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bb94d608190aae4c8ec39556362 |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64ce1b0ec8190bcbd245255e548b5 |
completed | May 2, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64da735f48190b051ce173c13e5b2 |
completed | May 2, 2026, 7:16 p.m. |
Created at: April 8, 2026, 9:57 p.m.