Triple

T956739
Position Surface form Disambiguated ID Type / Status
Subject Stranger Things E20640 entity
Predicate inspiredBy P9 FINISHED
Object John Carpenter films
John Carpenter films are influential horror and science-fiction movies known for their atmospheric tension, synth-driven scores, and iconic works like "Halloween," "The Thing," and "Escape from New York."
E112810 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 Carpenter films | Statement: [Stranger Things, inspiredBy, John Carpenter films]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Carpenter films
Context triple: [Stranger Things, inspiredBy, John Carpenter films]
  • A. John Boyd-Carpenter
    John Boyd-Carpenter was a British Conservative politician and government minister who held several senior posts in the mid-20th century, including key roles in economic and social policy.
  • B. William Friedkin
    William Friedkin was an influential American filmmaker best known for directing the landmark 1970s films "The French Connection" and "The Exorcist," which helped define the gritty, auteur-driven era of New Hollywood cinema.
  • C. Brian De Palma
    Brian De Palma is an American filmmaker known for his stylish, suspense-driven movies and influential contributions to the New Hollywood era, including films like "Carrie," "Scarface," and "The Untouchables."
  • D. Tom Savini
    Tom Savini is an American special effects makeup artist, actor, and director renowned for his groundbreaking gore effects in horror films such as "Dawn of the Dead" and "Friday the 13th."
  • E. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • 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 Carpenter films
Triple: [Stranger Things, inspiredBy, John Carpenter films]
Generated description
John Carpenter films are influential horror and science-fiction movies known for their atmospheric tension, synth-driven scores, and iconic works like "Halloween," "The Thing," and "Escape from New York."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Carpenter films
Target entity description: John Carpenter films are influential horror and science-fiction movies known for their atmospheric tension, synth-driven scores, and iconic works like "Halloween," "The Thing," and "Escape from New York."
  • A. John Boyd-Carpenter
    John Boyd-Carpenter was a British Conservative politician and government minister who held several senior posts in the mid-20th century, including key roles in economic and social policy.
  • B. William Friedkin
    William Friedkin was an influential American filmmaker best known for directing the landmark 1970s films "The French Connection" and "The Exorcist," which helped define the gritty, auteur-driven era of New Hollywood cinema.
  • C. Brian De Palma
    Brian De Palma is an American filmmaker known for his stylish, suspense-driven movies and influential contributions to the New Hollywood era, including films like "Carrie," "Scarface," and "The Untouchables."
  • D. Tom Savini
    Tom Savini is an American special effects makeup artist, actor, and director renowned for his groundbreaking gore effects in horror films such as "Dawn of the Dead" and "Friday the 13th."
  • E. Robert Rodriguez
    Robert Rodriguez is an American filmmaker known for his stylish, action-driven movies such as "Desperado," "From Dusk Till Dawn," and the "Spy Kids" series, often made with a distinctive low-budget, DIY approach.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3f981bc819098125554eeeb6375 completed March 1, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a933b00a58819084164f3dd3ecb070 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a963a788f08190b8849631db63bf00 completed March 5, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69ac0da2d24881909e6f67cc9951efd2 completed March 7, 2026, 11:36 a.m.
Created at: March 1, 2026, 7:40 p.m.