Triple

T3342763
Position Surface form Disambiguated ID Type / Status
Subject Monk E70296 entity
Predicate creator P184 FINISHED
Object Andy Breckman
Andy Breckman is an American television writer, producer, and comedian best known for creating the mystery-comedy series "Monk."
E442293 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: Andy Breckman | Statement: [Monk, creator, Andy Breckman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Breckman
Context triple: [Monk, creator, Andy Breckman]
  • A. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • B. Eric McLeod
    Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
  • C. Scott Bradner
    Scott Bradner is an American Internet engineer and longtime IETF leader known for his influential role in Internet standards development and governance.
  • D. Colin Englert
    Colin Englert is an Australian filmmaker and assistant director best known for his work in film and television and for his former marriage to acclaimed director Jane Campion.
  • E. Chris Bilheimer
    Chris Bilheimer is an American graphic designer best known for creating album artwork for bands such as Green Day and R.E.M.
  • 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: Andy Breckman
Triple: [Monk, creator, Andy Breckman]
Generated description
Andy Breckman is an American television writer, producer, and comedian best known for creating the mystery-comedy series "Monk."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Breckman
Target entity description: Andy Breckman is an American television writer, producer, and comedian best known for creating the mystery-comedy series "Monk."
  • A. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • B. Eric McLeod
    Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
  • C. Scott Bradner
    Scott Bradner is an American Internet engineer and longtime IETF leader known for his influential role in Internet standards development and governance.
  • D. Colin Englert
    Colin Englert is an Australian filmmaker and assistant director best known for his work in film and television and for his former marriage to acclaimed director Jane Campion.
  • E. Chris Bilheimer
    Chris Bilheimer is an American graphic designer best known for creating album artwork for bands such as Green Day and R.E.M.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1f06f8c8190a6b7c56ac3f5ff07 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b6279969388190a808a3c5995df2c5 completed March 15, 2026, 3:29 a.m.
NEDg Description generation batch_69b62b5adf64819093e2bd50e49d5fda completed March 15, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b62c3defe08190a3fc7eb840684f1d completed March 15, 2026, 3:49 a.m.
Created at: March 8, 2026, 3:12 p.m.