Triple

T13961588
Position Surface form Disambiguated ID Type / Status
Subject The Skeleton Twins E335806 entity
Predicate director P255 FINISHED
Object Craig Johnson
Craig Johnson is an American filmmaker and screenwriter known for his character-driven independent films, including the acclaimed dark comedy-drama "The Skeleton Twins."
E1071681 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: Craig Johnson | Statement: [The Skeleton Twins, director, Craig Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Craig Johnson
Context triple: [The Skeleton Twins, director, Craig Johnson]
  • A. Dan Jewett
    Dan Jewett is an American science teacher known for his brief marriage to billionaire philanthropist and novelist MacKenzie Scott.
  • B. Mark Lowry
    Mark Lowry is an American Christian singer, comedian, and songwriter best known for co-writing the popular Christmas song "Mary, Did You Know?" and for his work with the Gaither Vocal Band.
  • C. R. J. Worley
    R. J. Worley was an architect best known for designing Sicilian Avenue, an early 20th-century shopping street in London noted for its distinctive Italianate style.
  • D. Matt Bondurant
    Matt Bondurant is an American novelist and academic best known for his historical crime novel "The Wettest County in the World," which was adapted into the film "Lawless."
  • E. Alex McMurtry
    Alex McMurtry is an American artistic gymnast best known for her standout collegiate career with the University of Florida, where she won multiple NCAA titles and earned national recognition for her all-around performances.
  • 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: Craig Johnson
Triple: [The Skeleton Twins, director, Craig Johnson]
Generated description
Craig Johnson is an American filmmaker and screenwriter known for his character-driven independent films, including the acclaimed dark comedy-drama "The Skeleton Twins."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Craig Johnson
Target entity description: Craig Johnson is an American filmmaker and screenwriter known for his character-driven independent films, including the acclaimed dark comedy-drama "The Skeleton Twins."
  • A. Dan Jewett
    Dan Jewett is an American science teacher known for his brief marriage to billionaire philanthropist and novelist MacKenzie Scott.
  • B. Mark Lowry
    Mark Lowry is an American Christian singer, comedian, and songwriter best known for co-writing the popular Christmas song "Mary, Did You Know?" and for his work with the Gaither Vocal Band.
  • C. R. J. Worley
    R. J. Worley was an architect best known for designing Sicilian Avenue, an early 20th-century shopping street in London noted for its distinctive Italianate style.
  • D. Matt Bondurant
    Matt Bondurant is an American novelist and academic best known for his historical crime novel "The Wettest County in the World," which was adapted into the film "Lawless."
  • E. Alex McMurtry
    Alex McMurtry is an American artistic gymnast best known for her standout collegiate career with the University of Florida, where she won multiple NCAA titles and earned national recognition for her all-around performances.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7c73d48190b8e02971b5a8ed5f completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1d6b2e88190b4d2237413f509ee completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5eaf3a48190bc93c0fcb2723ef5 completed May 6, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69fba71a91fc8190b24185994673b33b completed May 6, 2026, 8:39 p.m.
Created at: April 9, 2026, 10:18 p.m.