Triple

T550871
Position Surface form Disambiguated ID Type / Status
Subject From Dusk Till Dawn E11835 entity
Predicate followedBy P78 FINISHED
Object From Dusk Till Dawn 2: Texas Blood Money
From Dusk Till Dawn 2: Texas Blood Money is a direct-to-video horror crime sequel that follows a group of bank robbers who encounter vampires in a violent, supernatural showdown.
E68998 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: From Dusk Till Dawn 2: Texas Blood Money | Statement: [From Dusk Till Dawn, followedBy, From Dusk Till Dawn 2: Texas Blood Money]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: From Dusk Till Dawn 2: Texas Blood Money
Context triple: [From Dusk Till Dawn, followedBy, From Dusk Till Dawn 2: Texas Blood Money]
  • A. From Dusk Till Dawn
    From Dusk Till Dawn is a 1996 cult crime-horror film directed by Robert Rodriguez and written by Quentin Tarantino, blending outlaw road-movie elements with vampire horror.
  • B. 30 Days of Night
    30 Days of Night is a 2007 horror film about a remote Alaskan town besieged by vampires during a month-long polar night.
  • C. I Still Know What You Did Last Summer
    I Still Know What You Did Last Summer is a 1998 American slasher horror film and sequel to I Know What You Did Last Summer, featuring Brandy in a prominent role.
  • D. The Quick and the Dead
    The Quick and the Dead is a 1995 American Western film directed by Sam Raimi, featuring Leonardo DiCaprio among an ensemble cast in a story centered on a deadly quick-draw shooting contest.
  • E. Midnight Madness
    Midnight Madness is a popular late-night program at the Toronto International Film Festival that showcases genre films such as horror, action, and cult cinema.
  • 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: From Dusk Till Dawn 2: Texas Blood Money
Triple: [From Dusk Till Dawn, followedBy, From Dusk Till Dawn 2: Texas Blood Money]
Generated description
From Dusk Till Dawn 2: Texas Blood Money is a direct-to-video horror crime sequel that follows a group of bank robbers who encounter vampires in a violent, supernatural showdown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: From Dusk Till Dawn 2: Texas Blood Money
Target entity description: From Dusk Till Dawn 2: Texas Blood Money is a direct-to-video horror crime sequel that follows a group of bank robbers who encounter vampires in a violent, supernatural showdown.
  • A. From Dusk Till Dawn
    From Dusk Till Dawn is a 1996 cult crime-horror film directed by Robert Rodriguez and written by Quentin Tarantino, blending outlaw road-movie elements with vampire horror.
  • B. 30 Days of Night
    30 Days of Night is a 2007 horror film about a remote Alaskan town besieged by vampires during a month-long polar night.
  • C. I Still Know What You Did Last Summer
    I Still Know What You Did Last Summer is a 1998 American slasher horror film and sequel to I Know What You Did Last Summer, featuring Brandy in a prominent role.
  • D. The Quick and the Dead
    The Quick and the Dead is a 1995 American Western film directed by Sam Raimi, featuring Leonardo DiCaprio among an ensemble cast in a story centered on a deadly quick-draw shooting contest.
  • E. Midnight Madness
    Midnight Madness is a popular late-night program at the Toronto International Film Festival that showcases genre films such as horror, action, and cult cinema.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a499030cf4819089b9163102255e49 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e0301ea08190ada81259b7c862f6 completed March 2, 2026, 12:56 a.m.
NEDg Description generation batch_69a4e09ce7a48190b29e364be6317081 completed March 2, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69a4e10dc17881908399e10b705381cd completed March 2, 2026, 12:59 a.m.
Created at: March 1, 2026, 7:32 p.m.