Triple

T8163183
Position Surface form Disambiguated ID Type / Status
Subject Keir Gilchrist E190624 entity
Predicate playedCharacter P1507 FINISHED
Object Paul in It Follows
Paul in *It Follows* is a shy, loyal teenage boy who harbors unrequited feelings for his friend Jay and ultimately risks himself to help her confront the supernatural entity stalking her.
E237842 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: Paul in It Follows | Statement: [Keir Gilchrist, playedCharacter, Paul in It Follows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul in It Follows
Context triple: [Keir Gilchrist, playedCharacter, Paul in It Follows]
  • A. Alex Ross Perry
    Alex Ross Perry is an American filmmaker and screenwriter known for his sharp, character-driven independent films such as "Listen Up Philip" and "Queen of Earth."
  • B. Nick Stahl
    Nick Stahl is an American actor known for his roles in films such as "Terminator 3: Rise of the Machines," "In the Bedroom," and "Sin City."
  • C. Andrew Hale
    Andrew Hale is a British musician and keyboardist best known as a core member and co-writer in the band Sade.
  • D. Sean Durkin
    Sean Durkin is a British-Canadian filmmaker best known for writing and directing the psychological drama "Martha Marcy May Marlene" and for his work on character-driven, atmospheric films and television.
  • E. Damien
    "Damien" is a horror-themed storytelling rap track by DMX, featuring a sinister conversation with a demonic figure that explores temptation, loyalty, and moral conflict.
  • 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: Paul in It Follows
Triple: [Keir Gilchrist, playedCharacter, Paul in It Follows]
Generated description
Paul in *It Follows* is a shy, loyal teenage boy who harbors unrequited feelings for his friend Jay and ultimately risks himself to help her confront the supernatural entity stalking her.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul in It Follows
Target entity description: Paul in *It Follows* is a shy, loyal teenage boy who harbors unrequited feelings for his friend Jay and ultimately risks himself to help her confront the supernatural entity stalking her.
  • A. Alex Ross Perry
    Alex Ross Perry is an American filmmaker and screenwriter known for his sharp, character-driven independent films such as "Listen Up Philip" and "Queen of Earth."
  • B. Nick Stahl chosen
    Nick Stahl is an American actor known for his roles in films such as "Terminator 3: Rise of the Machines," "In the Bedroom," and "Sin City."
  • C. Andrew Hale
    Andrew Hale is a British musician and keyboardist best known as a core member and co-writer in the band Sade.
  • D. Sean Durkin
    Sean Durkin is a British-Canadian filmmaker best known for writing and directing the psychological drama "Martha Marcy May Marlene" and for his work on character-driven, atmospheric films and television.
  • E. Damien
    "Damien" is a horror-themed storytelling rap track by DMX, featuring a sinister conversation with a demonic figure that explores temptation, loyalty, and moral conflict.
  • 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_69ca82c0ef14819083713f4473dd847c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4557ebc88190b4e2cab258374d23 completed March 31, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf35000c8190ba78f69b7b1290e8 completed April 1, 2026, 6:46 a.m.
NEDg Description generation batch_69ccc311d4e8819080f4aeef8ee7dc3b completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd83115fc8190a3e276bed0a00926 completed April 1, 2026, 8:32 a.m.
Created at: March 30, 2026, 5:38 p.m.