Triple

T8516523
Position Surface form Disambiguated ID Type / Status
Subject James DeMonaco E201584 entity
Predicate notableWork P4 FINISHED
Object Skinwalkers
Skinwalkers is a 2006 horror-action film about a conflict between two rival werewolf clans, blending supernatural lore with intense genre thrills.
E738907 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: Skinwalkers | Statement: [James DeMonaco, notableWork, Skinwalkers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skinwalkers
Context triple: [James DeMonaco, notableWork, Skinwalkers]
  • A. Nightbreed
    Nightbreed is a 1990 dark fantasy horror film written and directed by Clive Barker, adapted from his novella "Cabal," that explores a hidden underground city of monsters and outcasts.
  • B. Creatures of the Night
    Creatures of the Night is a 1982 hard rock/heavy metal studio album by the American band Kiss, known for its heavier sound and status as a fan-favorite in their catalog.
  • C. Lycans
    Lycans are the werewolf-like, shape-shifting creatures central to the conflict in the Underworld film series.
  • D. The Cursed Ones
    The Cursed Ones is a Ghanaian-Nigerian drama film that explores themes of superstition, injustice, and religious exploitation in a rural African community.
  • E. Jerusalem's Lot
    "Jerusalem's Lot" is a horror short story by Stephen King, set in a cursed, abandoned town that serves as a prequel to his novel "'Salem's Lot."
  • 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: Skinwalkers
Triple: [James DeMonaco, notableWork, Skinwalkers]
Generated description
Skinwalkers is a 2006 horror-action film about a conflict between two rival werewolf clans, blending supernatural lore with intense genre thrills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skinwalkers
Target entity description: Skinwalkers is a 2006 horror-action film about a conflict between two rival werewolf clans, blending supernatural lore with intense genre thrills.
  • A. Nightbreed
    Nightbreed is a 1990 dark fantasy horror film written and directed by Clive Barker, adapted from his novella "Cabal," that explores a hidden underground city of monsters and outcasts.
  • B. Creatures of the Night
    Creatures of the Night is a 1982 hard rock/heavy metal studio album by the American band Kiss, known for its heavier sound and status as a fan-favorite in their catalog.
  • C. Lycans
    Lycans are the werewolf-like, shape-shifting creatures central to the conflict in the Underworld film series.
  • D. The Cursed Ones
    The Cursed Ones is a Ghanaian-Nigerian drama film that explores themes of superstition, injustice, and religious exploitation in a rural African community.
  • E. Jerusalem's Lot
    "Jerusalem's Lot" is a horror short story by Stephen King, set in a cursed, abandoned town that serves as a prequel to his novel "'Salem's Lot."
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe62550908190af882019d68a904a completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e65419481909e787066fd069565 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.