Triple

T18208084
Position Surface form Disambiguated ID Type / Status
Subject Truth or Consequences E435957 entity
Predicate host P2592 FINISHED
Object Bob Hilton
Bob Hilton is an American television game show host and announcer best known for his work on various popular game shows in the 1970s and 1980s.
E1312052 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: Bob Hilton | Statement: [Truth or Consequences, host, Bob Hilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bob Hilton
Context triple: [Truth or Consequences, host, Bob Hilton]
  • A. Augustine Halvorsen Hilton
    Augustine Halvorsen Hilton was the mother of American hotel magnate Conrad Hilton and a formative influence on his personal values and business philosophy.
  • B. William Barron Hilton
    William Barron Hilton was an American business magnate, hotel heir, and philanthropist who served as chairman, president, and CEO of Hilton Hotels Corporation and was a prominent figure in the hospitality and gaming industries.
  • C. Conrad Hilton Jr.
    Conrad Hilton Jr. was an American socialite and hotel heir best known for his tumultuous marriage to actress Elizabeth Taylor and his connection to the Hilton hotel family.
  • D. Conrad Hilton
    Conrad Hilton was an American hotelier and businessman best known as the founder of Hilton Hotels.
  • E. J. Willard Marriott
    J. Willard Marriott was an American entrepreneur best known as the founder of Marriott Corporation, which grew from a small root beer stand into one of the world’s largest hotel and hospitality companies.
  • 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: Bob Hilton
Triple: [Truth or Consequences, host, Bob Hilton]
Generated description
Bob Hilton is an American television game show host and announcer best known for his work on various popular game shows in the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bob Hilton
Target entity description: Bob Hilton is an American television game show host and announcer best known for his work on various popular game shows in the 1970s and 1980s.
  • A. Augustine Halvorsen Hilton
    Augustine Halvorsen Hilton was the mother of American hotel magnate Conrad Hilton and a formative influence on his personal values and business philosophy.
  • B. William Barron Hilton
    William Barron Hilton was an American business magnate, hotel heir, and philanthropist who served as chairman, president, and CEO of Hilton Hotels Corporation and was a prominent figure in the hospitality and gaming industries.
  • C. Conrad Hilton Jr.
    Conrad Hilton Jr. was an American socialite and hotel heir best known for his tumultuous marriage to actress Elizabeth Taylor and his connection to the Hilton hotel family.
  • D. Conrad Hilton
    Conrad Hilton was an American hotelier and businessman best known as the founder of Hilton Hotels.
  • E. J. Willard Marriott
    J. Willard Marriott was an American entrepreneur best known as the founder of Marriott Corporation, which grew from a small root beer stand into one of the world’s largest hotel and hospitality companies.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2261a848190b62a8485009f8f38 completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f10036c8190a1537632a19f0e23 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039febd13881908423ee008d3ba1c3 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a088b4a0819093720af0308060ee completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.