Triple

T14507928
Position Surface form Disambiguated ID Type / Status
Subject Pop Pop E340313 entity
Predicate partOfFranchise P1925 FINISHED
Object M. Night Shyamalan films
M. Night Shyamalan films are a collection of suspenseful, twist-driven movies often blending supernatural elements with psychological drama and distinctive atmospheric storytelling.
E340307 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: M. Night Shyamalan films | Statement: [Pop Pop, partOfFranchise, M. Night Shyamalan films]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M. Night Shyamalan films
Context triple: [Pop Pop, partOfFranchise, M. Night Shyamalan films]
  • A. M. Night Shyamalan
    M. Night Shyamalan is an Indian-American filmmaker known for his suspenseful thrillers, twist endings, and films such as "The Sixth Sense," "Unbreakable," and "Signs."
  • B. Illuminations Films
    Illuminations Films is a British independent film production company known for producing distinctive, often artistically driven works such as the psychological horror film "Berberian Sound Studio."
  • C. 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."
  • D. Mike Flanagan
    Mike Flanagan is an American filmmaker and showrunner known for his acclaimed horror films and series, including "Doctor Sleep," "The Haunting of Hill House," and "Midnight Mass."
  • E. Insidious franchise
    The Insidious franchise is a popular supernatural horror film series centered on families haunted by malevolent spirits and astral projection into a dark realm known as "The Further."
  • 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: M. Night Shyamalan films
Triple: [Pop Pop, partOfFranchise, M. Night Shyamalan films]
Generated description
M. Night Shyamalan films are a collection of suspenseful, twist-driven movies often blending supernatural elements with psychological drama and distinctive atmospheric storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M. Night Shyamalan films
Target entity description: M. Night Shyamalan films are a collection of suspenseful, twist-driven movies often blending supernatural elements with psychological drama and distinctive atmospheric storytelling.
  • A. M. Night Shyamalan chosen
    M. Night Shyamalan is an Indian-American filmmaker known for his suspenseful thrillers, twist endings, and films such as "The Sixth Sense," "Unbreakable," and "Signs."
  • B. Illuminations Films
    Illuminations Films is a British independent film production company known for producing distinctive, often artistically driven works such as the psychological horror film "Berberian Sound Studio."
  • C. 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."
  • D. Mike Flanagan
    Mike Flanagan is an American filmmaker and showrunner known for his acclaimed horror films and series, including "Doctor Sleep," "The Haunting of Hill House," and "Midnight Mass."
  • E. Insidious franchise
    The Insidious franchise is a popular supernatural horror film series centered on families haunted by malevolent spirits and astral projection into a dark realm known as "The Further."
  • F. None of above.

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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e40e44819084f323f8f9982b75 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da26a308190bf86ed1edbe8d57e completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd71ef47848190bf10dbedb72304e6 completed May 8, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd729c87dc81909d9149928c70cb00 completed May 8, 2026, 5:20 a.m.
Created at: April 10, 2026, 1:21 a.m.