Triple

T14766281
Position Surface form Disambiguated ID Type / Status
Subject Ghost Whisperer E347003 entity
Predicate creator P184 FINISHED
Object John Gray
John Gray is an American television writer and producer best known for creating the supernatural drama series "Ghost Whisperer."
E1119099 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: John Gray | Statement: [Ghost Whisperer, creator, John Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Gray
Context triple: [Ghost Whisperer, creator, John Gray]
  • A. John Gray
    John Gray is a British political philosopher and author known for his critiques of liberalism, Enlightenment rationalism, and modern humanism.
  • B. Paul Browne
    Paul Browne is a relatively common personal name shared by multiple individuals, including professionals in fields such as sports, law enforcement, and academia.
  • C. J. Glenn Gray
    J. Glenn Gray was an American philosopher, essayist, and translator known for his writings on war, existentialism, and his influential translations of Martin Heidegger.
  • D. Brad Alan Grey
    Brad Alan Grey was an American television and film producer who served as chairman and CEO of Paramount Pictures, overseeing numerous successful movies and TV shows.
  • E. Michael O’Brien
    Michael O’Brien, better known by his pen name Fitz-James O’Brien, was a 19th-century Irish-born American writer noted for his pioneering works of science fiction and supernatural fiction.
  • 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: John Gray
Triple: [Ghost Whisperer, creator, John Gray]
Generated description
John Gray is an American television writer and producer best known for creating the supernatural drama series "Ghost Whisperer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Gray
Target entity description: John Gray is an American television writer and producer best known for creating the supernatural drama series "Ghost Whisperer."
  • A. John Gray
    John Gray is a British political philosopher and author known for his critiques of liberalism, Enlightenment rationalism, and modern humanism.
  • B. Paul Browne
    Paul Browne is a relatively common personal name shared by multiple individuals, including professionals in fields such as sports, law enforcement, and academia.
  • C. J. Glenn Gray
    J. Glenn Gray was an American philosopher, essayist, and translator known for his writings on war, existentialism, and his influential translations of Martin Heidegger.
  • D. Brad Alan Grey
    Brad Alan Grey was an American television and film producer who served as chairman and CEO of Paramount Pictures, overseeing numerous successful movies and TV shows.
  • E. Michael O’Brien
    Michael O’Brien, better known by his pen name Fitz-James O’Brien, was a 19th-century Irish-born American writer noted for his pioneering works of science fiction and supernatural fiction.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f576c881909da70627f5897c94 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cf68d94819093567bc630f67b60 completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe1b0056988190b14560470428d895 completed May 8, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_69fe1b97e8148190b23a555b9f2c7f1f completed May 8, 2026, 5:21 p.m.
Created at: April 10, 2026, 1:30 a.m.