Triple

T14710093
Position Surface form Disambiguated ID Type / Status
Subject The Muppet Movie E345525 entity
Predicate director P255 FINISHED
Object James Frawley
James Frawley was an American director and actor best known for his work in film and television comedy, including directing the original Muppet feature film.
 E1123343 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: James Frawley | Statement: [The Muppet Movie, director, James Frawley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Frawley
Context triple: [The Muppet Movie, director, James Frawley]
  • A. John Early
    John Early is an American comedian and actor known for his offbeat, absurdist performances in film, television, and live comedy, frequently collaborating with fellow comic Kate Berlant.
  • B. John Early
    John Early was a notable figure significant enough in local history or society that the community of Earlysville, Virginia, was named in his honor.
  • C. Martin Mull
    Martin Mull is an American actor, comedian, and musician known for his dry wit and roles in television comedies and films.
  • D. Sam Fields
    Sam Fields is known primarily as the husband of acclaimed American film editor Verna Fields.
  • E. Paul Margulies
    Paul Margulies was an American advertising executive and writer, best known as the father of actress Julianna Margulies.
  • 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: James Frawley
Triple: [The Muppet Movie, director, James Frawley]
Generated description
James Frawley was an American director and actor best known for his work in film and television comedy, including directing the original Muppet feature film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Frawley
Target entity description: James Frawley was an American director and actor best known for his work in film and television comedy, including directing the original Muppet feature film.
  • A. John Early
    John Early is an American comedian and actor known for his offbeat, absurdist performances in film, television, and live comedy, frequently collaborating with fellow comic Kate Berlant.
  • B. John Early
    John Early was a notable figure significant enough in local history or society that the community of Earlysville, Virginia, was named in his honor.
  • C. Martin Mull
    Martin Mull is an American actor, comedian, and musician known for his dry wit and roles in television comedies and films.
  • D. Sam Fields
    Sam Fields is known primarily as the husband of acclaimed American film editor Verna Fields.
  • E. Paul Margulies
    Paul Margulies was an American advertising executive and writer, best known as the father of actress Julianna Margulies.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb9814e0c8190984ac30d276499cc completed April 14, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64ee4284819093db172023e9fe87 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe666122ec8190b650141e3c062294 completed May 8, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69fe66be64808190bab35f07d556d446 completed May 8, 2026, 10:42 p.m.
Created at: April 10, 2026, 1:28 a.m.