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.