Triple

T2462221
Position Surface form Disambiguated ID Type / Status
Subject Kathryn Bigelow E54556 entity
Predicate notableWork P4 FINISHED
Object Near Dark
Near Dark is a 1987 neo-Western horror film that blends vampire mythology with gritty Americana and is widely regarded as an influential cult classic.
 E268313 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: Near Dark | Statement: [Kathryn Bigelow, notableWork, Near Dark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Near Dark
Context triple: [Kathryn Bigelow, notableWork, Near Dark]
  • A. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • B. Love in the Dark
    "Love in the Dark" is a soulful piano ballad by Adele, featured on her 2015 album "25," known for its emotional vocals and themes of heartbreak and letting go.
  • C. Seeing in the Dark
    "Seeing in the Dark" is a popular science book by Timothy Ferris that explores the history, culture, and personal experience of amateur astronomy and stargazing.
  • D. The Night
    The Night is a haunting Expressionist painting by Max Beckmann that depicts the brutal terror and psychological trauma of a violent home invasion.
  • E. The Darkest Minds
    The Darkest Minds is a 2018 dystopian science fiction film, based on Alexandra Bracken’s novel, about superpowered teenagers fighting a repressive government.
  • 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: Near Dark
Triple: [Kathryn Bigelow, notableWork, Near Dark]
Generated description
Near Dark is a 1987 neo-Western horror film that blends vampire mythology with gritty Americana and is widely regarded as an influential cult classic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Near Dark
Target entity description: Near Dark is a 1987 neo-Western horror film that blends vampire mythology with gritty Americana and is widely regarded as an influential cult classic.
  • A. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • B. Love in the Dark
    "Love in the Dark" is a soulful piano ballad by Adele, featured on her 2015 album "25," known for its emotional vocals and themes of heartbreak and letting go.
  • C. Seeing in the Dark
    "Seeing in the Dark" is a popular science book by Timothy Ferris that explores the history, culture, and personal experience of amateur astronomy and stargazing.
  • D. The Night
    The Night is a haunting Expressionist painting by Max Beckmann that depicts the brutal terror and psychological trauma of a violent home invasion.
  • E. The Darkest Minds
    The Darkest Minds is a 2018 dystopian science fiction film, based on Alexandra Bracken’s novel, about superpowered teenagers fighting a repressive government.
  • 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_69ab49dee84c819096b50a0049c347ac completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd11f093c8190877db3026d430bd5 completed March 7, 2026, 7:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0d561a081909310113658b98f12 completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef8380d24819092b6502117a8ed42 completed March 9, 2026, 4:41 p.m.
NED2 Entity disambiguation (via description) batch_69aef936b86c81908573ea73314fe6a9 completed March 9, 2026, 4:45 p.m.
Created at: March 6, 2026, 9:44 p.m.