Triple

T21659710
Position Surface form Disambiguated ID Type / Status
Subject An American Werewolf in Paris E534562 entity
Predicate screenwriter P2831 FINISHED
Object Tom Stern
Tom Stern is a screenwriter best known for co-writing the 1997 horror-comedy film "An American Werewolf in Paris."
 E1495522 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: Tom Stern | Statement: [An American Werewolf in Paris, screenwriter, Tom Stern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Stern
Context triple: [An American Werewolf in Paris, screenwriter, Tom Stern]
  • A. Tom Stern
    Tom Stern is an American cinematographer best known for his frequent collaborations with director Clint Eastwood on numerous acclaimed films.
  • B. Jonathan Stern
    Jonathan Stern is an American film and television producer best known for his work on offbeat comedies such as "Wet Hot American Summer" and various projects for Adult Swim and streaming platforms.
  • C. Ben Schulberg
    Ben Schulberg was an American film producer and studio executive active during the early Hollywood era.
  • D. Mike Kellerman
    Mike Kellerman is a fictional Baltimore homicide detective known for his morally complex investigations and personal struggles on the television series "Homicide: Life on the Street."
  • E. Chris Schwartz
    Chris Schwartz is an American music executive best known as the co-founder of the influential hip-hop label Ruffhouse Records, which helped launch the careers of several major rap and R&B artists in the 1990s.
  • 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: Tom Stern
Triple: [An American Werewolf in Paris, screenwriter, Tom Stern]
Generated description
Tom Stern is a screenwriter best known for co-writing the 1997 horror-comedy film "An American Werewolf in Paris."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Stern
Target entity description: Tom Stern is a screenwriter best known for co-writing the 1997 horror-comedy film "An American Werewolf in Paris."
  • A. Tom Stern
    Tom Stern is an American cinematographer best known for his frequent collaborations with director Clint Eastwood on numerous acclaimed films.
  • B. Jonathan Stern
    Jonathan Stern is an American film and television producer best known for his work on offbeat comedies such as "Wet Hot American Summer" and various projects for Adult Swim and streaming platforms.
  • C. Ben Schulberg
    Ben Schulberg was an American film producer and studio executive active during the early Hollywood era.
  • D. Mike Kellerman
    Mike Kellerman is a fictional Baltimore homicide detective known for his morally complex investigations and personal struggles on the television series "Homicide: Life on the Street."
  • E. Chris Schwartz
    Chris Schwartz is an American music executive best known as the co-founder of the influential hip-hop label Ruffhouse Records, which helped launch the careers of several major rap and R&B artists in the 1990s.
  • 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c06844c81909b9c91e02fa4e6e1 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a159c33788190bf71df313526b663 completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16c278188190855335930666cede completed May 17, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17a2c81481908e229ea58e61843e completed May 17, 2026, 7:31 p.m.
Created at: April 16, 2026, 6:36 p.m.