Triple

T12374225
Position Surface form Disambiguated ID Type / Status
Subject Perfect Couples E295080 entity
Predicate executiveProducer P7225 FINISHED
Object Andy Ackerman
Andy Ackerman is an American television director and producer best known for his work on hit sitcoms such as "Seinfeld" and numerous other network comedies.
 E979333 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 Ackerman | Statement: [Perfect Couples, executiveProducer, Andy Ackerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andy Ackerman
Context triple: [Perfect Couples, executiveProducer, Andy Ackerman]
  • A. Andy Lemaster
    Andy Lemaster is an American musician, producer, and engineer best known for his work with the band Now It's Overhead and for producing and collaborating with various indie rock artists.
  • B. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • C. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • D. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • E. Bill Hickman
    Bill Hickman was an American stunt driver, stunt coordinator, and character actor best known for his high-speed car chase work in classic films such as Bullitt, The French Connection, and The Seven-Ups.
  • 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 Ackerman
Triple: [Perfect Couples, executiveProducer, Andy Ackerman]
Generated description
Andy Ackerman is an American television director and producer best known for his work on hit sitcoms such as "Seinfeld" and numerous other network comedies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andy Ackerman
Target entity description: Andy Ackerman is an American television director and producer best known for his work on hit sitcoms such as "Seinfeld" and numerous other network comedies.
  • A. Andy Lemaster
    Andy Lemaster is an American musician, producer, and engineer best known for his work with the band Now It's Overhead and for producing and collaborating with various indie rock artists.
  • B. Kevin Hageman
    Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
  • C. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • D. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • E. Bill Hickman
    Bill Hickman was an American stunt driver, stunt coordinator, and character actor best known for his high-speed car chase work in classic films such as Bullitt, The French Connection, and The Seven-Ups.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa8ca7c8190b3f8e9c2ec23e837 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac1e82c8190abb46ca5799e6680 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62ef1cc4481909bc9fc768a9ef1f2 completed May 2, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69f62f808b1481908f529decdbfc5be6 completed May 2, 2026, 5:08 p.m.
Created at: April 8, 2026, 9:54 p.m.