Triple
T3510113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denis |
E74174
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Denis Waitley
Denis Waitley is an American motivational speaker, author, and performance coach best known for his self-help books and audio programs on personal development and success.
|
E363261
|
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: Denis Waitley | Statement: [Denis, hasNotableBearer, Denis Waitley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denis Waitley Context triple: [Denis, hasNotableBearer, Denis Waitley]
-
A.
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.
-
B.
Jim Burns
Jim Burns is a British science fiction and fantasy illustrator renowned for his detailed, atmospheric book cover art.
-
C.
Dale Carnegie
Dale Carnegie was an American writer and lecturer best known for his influential self-improvement and interpersonal skills book "How to Win Friends and Influence People."
-
D.
Mark T. Williams
Mark T. Williams is the son of renowned American composer and conductor John Williams.
-
E.
Norman Vincent Peale
Norman Vincent Peale was an American minister and author best known for popularizing positive thinking through his influential self-help book "The Power of Positive Thinking."
- 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: Denis Waitley Triple: [Denis, hasNotableBearer, Denis Waitley]
Generated description
Denis Waitley is an American motivational speaker, author, and performance coach best known for his self-help books and audio programs on personal development and success.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denis Waitley Target entity description: Denis Waitley is an American motivational speaker, author, and performance coach best known for his self-help books and audio programs on personal development and success.
-
A.
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.
-
B.
Jim Burns
Jim Burns is a British science fiction and fantasy illustrator renowned for his detailed, atmospheric book cover art.
-
C.
Dale Carnegie
Dale Carnegie was an American writer and lecturer best known for his influential self-improvement and interpersonal skills book "How to Win Friends and Influence People."
-
D.
Mark T. Williams
Mark T. Williams is the son of renowned American composer and conductor John Williams.
-
E.
Norman Vincent Peale
Norman Vincent Peale was an American minister and author best known for popularizing positive thinking through his influential self-help book "The Power of Positive Thinking."
- 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_69ad85ce7a9c81909ddc5cf0cb67a6e3 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc0e1f0c8190b054d9fba16ce4b3 |
completed | March 8, 2026, 6:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373e71ae8819096ea39955c92076a |
completed | March 13, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69b374e50a088190ad4dc101efd68d54 |
completed | March 13, 2026, 2:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b37544b04c819090e6f59babd8017e |
completed | March 13, 2026, 2:24 a.m. |
Created at: March 8, 2026, 3:18 p.m.