Triple

T20663684
Position Surface form Disambiguated ID Type / Status
Subject Tony Hillerman E507825 entity
Predicate notableWork P4 FINISHED
Object Skinwalkers
"Skinwalkers" is a crime novel by Tony Hillerman featuring Navajo Tribal Police officers Joe Leaphorn and Jim Chee as they investigate murders linked to Navajo witchcraft and traditional beliefs.
E1443793 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: [Tony Hillerman, notableWork, Skinwalkers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skinwalkers
Context triple: [Tony Hillerman, notableWork, Skinwalkers]
  • A. Skinwalkers
    Skinwalkers is a 2006 horror-action film about a conflict between two rival werewolf clans, blending supernatural lore with intense genre thrills.
  • B. Skinwalker
    "Skinwalker" is a track from Robbie Robertson’s album *Music for The Native Americans*, drawing on Native American themes and musical influences.
  • C. 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.
  • D. Bloodlines
    Bloodlines is a Star Wars: Legacy of the Force novel that follows political intrigue and the rise of authoritarianism in the post–Yuuzhan Vong War galaxy.
  • E. 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.
  • 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: [Tony Hillerman, notableWork, Skinwalkers]
Generated description
"Skinwalkers" is a crime novel by Tony Hillerman featuring Navajo Tribal Police officers Joe Leaphorn and Jim Chee as they investigate murders linked to Navajo witchcraft and traditional beliefs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skinwalkers
Target entity description: "Skinwalkers" is a crime novel by Tony Hillerman featuring Navajo Tribal Police officers Joe Leaphorn and Jim Chee as they investigate murders linked to Navajo witchcraft and traditional beliefs.
  • A. Skinwalkers
    Skinwalkers is a 2006 horror-action film about a conflict between two rival werewolf clans, blending supernatural lore with intense genre thrills.
  • B. Skinwalker
    "Skinwalker" is a track from Robbie Robertson’s album *Music for The Native Americans*, drawing on Native American themes and musical influences.
  • C. 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.
  • D. Bloodlines
    Bloodlines is a Star Wars: Legacy of the Force novel that follows political intrigue and the rise of authoritarianism in the post–Yuuzhan Vong War galaxy.
  • E. 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.
  • 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_69e0b4c059bc81908ea762cd73ea4424 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2f4872481908858eb88ce89dd47 completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd5d0da481909eebd69b8b314503 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d175206c8190b119bb1a2d06462f completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d28e02fc8190ab694673156ab0c0 completed May 16, 2026, 8:24 p.m.
Created at: April 16, 2026, 11:44 a.m.