Triple

T22768925
Position Surface form Disambiguated ID Type / Status
Subject Mackenzie Astin E563199 entity
Predicate characterPortrayed P1507 FINISHED
Object Andy Moffett
Andy Moffett is a fictional character from the 1980s sitcom "The Facts of Life," known as the young handyman who works at Edna's Edibles and later Over Our Heads.
 E1553547 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 Moffett | Statement: [Mackenzie Astin, characterPortrayed, Andy Moffett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andy Moffett
Context triple: [Mackenzie Astin, characterPortrayed, Andy Moffett]
  • A. Christopher Shea
    Christopher Shea was an American child actor best known for voicing Linus van Pelt in several classic Peanuts animated television specials.
  • B. Andy Hanson
    Andy Hanson is a central, morally conflicted character in the crime drama film "Before the Devil Knows You're Dead," whose desperate decisions drive the story's tragic events.
  • C. Robby Mook
    Robby Mook is an American political strategist best known for serving as campaign manager for Hillary Clinton’s 2016 U.S. presidential campaign.
  • D. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • E. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • 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 Moffett
Triple: [Mackenzie Astin, characterPortrayed, Andy Moffett]
Generated description
Andy Moffett is a fictional character from the 1980s sitcom "The Facts of Life," known as the young handyman who works at Edna's Edibles and later Over Our Heads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andy Moffett
Target entity description: Andy Moffett is a fictional character from the 1980s sitcom "The Facts of Life," known as the young handyman who works at Edna's Edibles and later Over Our Heads.
  • A. Christopher Shea
    Christopher Shea was an American child actor best known for voicing Linus van Pelt in several classic Peanuts animated television specials.
  • B. Andy Hanson
    Andy Hanson is a central, morally conflicted character in the crime drama film "Before the Devil Knows You're Dead," whose desperate decisions drive the story's tragic events.
  • C. Robby Mook
    Robby Mook is an American political strategist best known for serving as campaign manager for Hillary Clinton’s 2016 U.S. presidential campaign.
  • D. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • E. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • 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_69e24552e11c81909c2d61578a558bd7 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17b59c9cc8190a6edd68f3209a672 completed April 29, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b982109788190acef5fb8cbb96c1b completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b98f528288190b716963b91513895 completed May 18, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0b99c5fba88190bfba0633a2e3c03b completed May 18, 2026, 10:59 p.m.
Created at: April 17, 2026, 3:27 p.m.