Triple

T1528826
Position Surface form Disambiguated ID Type / Status
Subject Daryl Dixon E32394 entity
Predicate enemyOf P437 FINISHED
Object Whisperers
The Whisperers are a brutal post-apocalyptic cult in The Walking Dead universe who survive by wearing the skins of walkers and living among the dead.
E173454 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: Whisperers | Statement: [Daryl Dixon, enemyOf, Whisperers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whisperers
Context triple: [Daryl Dixon, enemyOf, Whisperers]
  • A. The Black Sleep
    The Black Sleep is a 1956 American horror film featuring a mad surgeon who experiments on human brains, notable for its cast of classic horror stars.
  • B. Panel of the Wise
    The Panel of the Wise is a consultative body of eminent African personalities that advises and supports the African Union in conflict prevention, mediation, and peacebuilding efforts across the continent.
  • C. Shadows on the Rock
    Shadows on the Rock is a historical novel by Willa Cather set in 17th-century Quebec, exploring themes of faith, community, and cultural identity in the French colonial world.
  • D. Beyond the Pale
    Beyond the Pale is a popular stand-up comedy special by Jim Gaffigan, best known for its clean humor and iconic routines about food, laziness, and everyday life.
  • E. The Warden
    The Warden is an 1855 novel by Anthony Trollope that inaugurates his Chronicles of Barsetshire series, focusing on church politics, moral conflict, and social reform in a fictional English cathedral town.
  • 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: Whisperers
Triple: [Daryl Dixon, enemyOf, Whisperers]
Generated description
The Whisperers are a brutal post-apocalyptic cult in The Walking Dead universe who survive by wearing the skins of walkers and living among the dead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whisperers
Target entity description: The Whisperers are a brutal post-apocalyptic cult in The Walking Dead universe who survive by wearing the skins of walkers and living among the dead.
  • A. The Black Sleep
    The Black Sleep is a 1956 American horror film featuring a mad surgeon who experiments on human brains, notable for its cast of classic horror stars.
  • B. Panel of the Wise
    The Panel of the Wise is a consultative body of eminent African personalities that advises and supports the African Union in conflict prevention, mediation, and peacebuilding efforts across the continent.
  • C. Shadows on the Rock
    Shadows on the Rock is a historical novel by Willa Cather set in 17th-century Quebec, exploring themes of faith, community, and cultural identity in the French colonial world.
  • D. Beyond the Pale
    Beyond the Pale is a popular stand-up comedy special by Jim Gaffigan, best known for its clean humor and iconic routines about food, laziness, and everyday life.
  • E. The Warden
    The Warden is an 1855 novel by Anthony Trollope that inaugurates his Chronicles of Barsetshire series, focusing on church politics, moral conflict, and social reform in a fictional English cathedral town.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb1dfd1a48190804ca5f0fb6f5985 completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2955dc788190988ebf911714437b completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a18a79c81908f04ba9aa55d52a0 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a8deae8819095731fdd1b4bd310 completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.