Triple

T14283623
Position Surface form Disambiguated ID Type / Status
Subject Child's Play E354112 entity
Predicate writer P1360 FINISHED
Object John Lafia
John Lafia was an American filmmaker and screenwriter best known for co-writing and directing entries in the Child's Play horror franchise.
 E1096501 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: John Lafia | Statement: [Child's Play, writer, John Lafia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Lafia
Context triple: [Child's Play, writer, John Lafia]
  • A. Donald Adeosun Faison
    Donald Adeosun Faison is an American actor and comedian best known for his role as Dr. Christopher Turk on the television series "Scrubs."
  • B. David M. Walker
    David M. Walker was a United States Navy officer and NASA astronaut who flew on four Space Shuttle missions in the late 1980s and early 1990s.
  • C. William R. Wilkerson
    William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
  • D. Timothy B. Howard
    Timothy B. Howard is an American law enforcement official who served as the long-time Sheriff of Erie County, New York.
  • E. Lamar C. Taylor
    Lamar C. Taylor is a music video director best known for directing the video for The Weeknd’s breakout hit “Wicked Games.”
  • 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: John Lafia
Triple: [Child's Play, writer, John Lafia]
Generated description
John Lafia was an American filmmaker and screenwriter best known for co-writing and directing entries in the Child's Play horror franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Lafia
Target entity description: John Lafia was an American filmmaker and screenwriter best known for co-writing and directing entries in the Child's Play horror franchise.
  • A. Donald Adeosun Faison
    Donald Adeosun Faison is an American actor and comedian best known for his role as Dr. Christopher Turk on the television series "Scrubs."
  • B. David M. Walker
    David M. Walker was a United States Navy officer and NASA astronaut who flew on four Space Shuttle missions in the late 1980s and early 1990s.
  • C. William R. Wilkerson
    William R. Wilkerson was an American entrepreneur and publisher best known for founding The Hollywood Reporter and initiating the development of the Flamingo Hotel and Casino in Las Vegas.
  • D. Timothy B. Howard
    Timothy B. Howard is an American law enforcement official who served as the long-time Sheriff of Erie County, New York.
  • E. Lamar C. Taylor
    Lamar C. Taylor is a music video director best known for directing the video for The Weeknd’s breakout hit “Wicked Games.”
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de697d9fd08190b0cd7a6a6737ba03 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd550234408190ba10bd360bfa3f23 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5599129081909924d1bf8491544c completed May 8, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd563bd8b48190a6420071b908efbe completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:10 a.m.