Triple

T1336349
Position Surface form Disambiguated ID Type / Status
Subject Richard Schiff E28757 entity
Predicate appearedIn P795 FINISHED
Object Ray Donovan
Ray Donovan is an American television drama series about a professional "fixer" in Los Angeles who solves powerful clients’ problems while struggling with his own troubled family life.
E154799 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: Ray Donovan | Statement: [Richard Schiff, appearedIn, Ray Donovan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray Donovan
Context triple: [Richard Schiff, appearedIn, Ray Donovan]
  • A. Ross O’Donovan
    Ross O’Donovan is an Irish-Australian animator, voice actor, and internet personality best known for his work on YouTube and as a former member of the Game Grumps channel.
  • B. Roy Coyle
    Roy Coyle is a highly successful Northern Irish football manager best known for his trophy-laden spell in charge of Linfield FC.
  • C. Jack Mullaney
    Jack Mullaney was an American character actor known for his comedic roles in mid-20th-century film and television.
  • D. Raymond Holt
    Raymond Holt is a stoic, hyper-competent, and deadpan NYPD captain known for his leadership of the 99th precinct and his subtle, dry humor on the sitcom "Brooklyn Nine-Nine."
  • E. Mark Donovan
    Mark Donovan is an American sports executive who serves as the president of the NFL's Kansas City Chiefs, overseeing the franchise's business operations and strategic initiatives.
  • 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: Ray Donovan
Triple: [Richard Schiff, appearedIn, Ray Donovan]
Generated description
Ray Donovan is an American television drama series about a professional "fixer" in Los Angeles who solves powerful clients’ problems while struggling with his own troubled family life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray Donovan
Target entity description: Ray Donovan is an American television drama series about a professional "fixer" in Los Angeles who solves powerful clients’ problems while struggling with his own troubled family life.
  • A. Ross O’Donovan
    Ross O’Donovan is an Irish-Australian animator, voice actor, and internet personality best known for his work on YouTube and as a former member of the Game Grumps channel.
  • B. Roy Coyle
    Roy Coyle is a highly successful Northern Irish football manager best known for his trophy-laden spell in charge of Linfield FC.
  • C. Jack Mullaney
    Jack Mullaney was an American character actor known for his comedic roles in mid-20th-century film and television.
  • D. Raymond Holt
    Raymond Holt is a stoic, hyper-competent, and deadpan NYPD captain known for his leadership of the 99th precinct and his subtle, dry humor on the sitcom "Brooklyn Nine-Nine."
  • E. Mark Donovan
    Mark Donovan is an American sports executive who serves as the president of the NFL's Kansas City Chiefs, overseeing the franchise's business operations and strategic initiatives.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1ecb5208190a9eadda113c91e66 completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc62b9bd081909dbe22cbea03f21f completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6c204a88190a3171898e6e1bb91 completed March 8, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69acc7d8df108190bf92ca5e33987d04 completed March 8, 2026, 12:50 a.m.
Created at: March 1, 2026, 7:55 p.m.