Triple
T9906714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shallow Hal |
E185028
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Tony Robbins
Tony Robbins is a renowned American motivational speaker, life coach, and author known for his self-help seminars and bestselling personal development books.
|
E828074
|
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: Tony Robbins | Statement: [Shallow Hal, starring, Tony Robbins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Robbins Context triple: [Shallow Hal, starring, Tony Robbins]
-
A.
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.
-
B.
Werner Erhard
Werner Erhard is an American author and former seminar leader best known for creating the 1970s self-improvement program est (Erhard Seminars Training), which became a major influence in the human potential movement.
-
C.
Josh Dobson
Josh Dobson is an American Republican politician who has served in the North Carolina House of Representatives and later became the state's Commissioner of Labor.
-
D.
James Allen
James Allen was a prominent early 20th-century New Zealand politician and statesman who played a key role in shaping the country’s financial and defense policies.
-
E.
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.
- 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: Tony Robbins Triple: [Shallow Hal, starring, Tony Robbins]
Generated description
Tony Robbins is a renowned American motivational speaker, life coach, and author known for his self-help seminars and bestselling personal development books.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Robbins Target entity description: Tony Robbins is a renowned American motivational speaker, life coach, and author known for his self-help seminars and bestselling personal development books.
-
A.
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.
-
B.
Werner Erhard
Werner Erhard is an American author and former seminar leader best known for creating the 1970s self-improvement program est (Erhard Seminars Training), which became a major influence in the human potential movement.
-
C.
Josh Dobson
Josh Dobson is an American Republican politician who has served in the North Carolina House of Representatives and later became the state's Commissioner of Labor.
-
D.
James Allen
James Allen was a prominent early 20th-century New Zealand politician and statesman who played a key role in shaping the country’s financial and defense policies.
-
E.
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.
- 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_69ca8296165881908ca4750701af1f29 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb50cf8808190a41e565216712704 |
completed | April 2, 2026, 12:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb346c7081908300e54cd639b027 |
completed | April 5, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69d1ecc024848190b64a87dd6fb22c0f |
completed | April 5, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ed8cc0b48190aee4d6ddec1921b4 |
completed | April 5, 2026, 5:05 a.m. |
Created at: March 30, 2026, 8:41 p.m.