Triple

T3236971
Position Surface form Disambiguated ID Type / Status
Subject The Visit E67877 entity
Predicate director P255 FINISHED
Object 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."
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 | Statement: [The Visit, director, M. Night Shyamalan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M. Night Shyamalan
Context triple: [The Visit, director, M. Night Shyamalan]
  • A. 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."
  • B. Bryan Singer
    Bryan Singer is an American film director and producer best known for helming several X-Men films and the crime thriller The Usual Suspects.
  • C. Drew Goddard
    Drew Goddard is an American screenwriter, director, and producer known for works like "The Martian," "The Cabin in the Woods," and contributions to genre television series such as "Buffy the Vampire Slayer" and "Daredevil."
  • D. Colin Trevorrow
    Colin Trevorrow is an American filmmaker best known for directing the blockbuster dinosaur franchise revival film "Jurassic World."
  • E. Jake Kasdan
    Jake Kasdan is an American film and television director, producer, and screenwriter known for movies such as "Walk Hard: The Dewey Cox Story," "Jumanji: Welcome to the Jungle," and "Bad Teacher."
  • 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
Triple: [The Visit, director, M. Night Shyamalan]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M. Night Shyamalan
Target entity description: 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."
  • A. 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."
  • B. Bryan Singer
    Bryan Singer is an American film director and producer best known for helming several X-Men films and the crime thriller The Usual Suspects.
  • C. Drew Goddard
    Drew Goddard is an American screenwriter, director, and producer known for works like "The Martian," "The Cabin in the Woods," and contributions to genre television series such as "Buffy the Vampire Slayer" and "Daredevil."
  • D. Colin Trevorrow
    Colin Trevorrow is an American filmmaker best known for directing the blockbuster dinosaur franchise revival film "Jurassic World."
  • E. Jake Kasdan
    Jake Kasdan is an American film and television director, producer, and screenwriter known for movies such as "Walk Hard: The Dewey Cox Story," "Jumanji: Welcome to the Jungle," and "Bad Teacher."
  • 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_69ad858d27348190abb61c280b4c86a9 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaef29bf48190a9aa3a39f0138428 completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b277459d1081909766934ce6a56091 completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b2780e41e0819080ddb26668f32838 completed March 12, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_69b27bd238a48190b9d13ee8a8bc955d completed March 12, 2026, 8:39 a.m.
Created at: March 8, 2026, 3:08 p.m.