Triple

T14566948
Position Surface form Disambiguated ID Type / Status
Subject Chaos Walking E341807 entity
Predicate character P662 FINISHED
Object Preacher Aaron
Preacher Aaron is a fanatical and menacing religious figure who serves as one of the primary antagonists in Patrick Ness’s Chaos Walking series.
 E1106741 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: Preacher Aaron | Statement: [Chaos Walking, character, Preacher Aaron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Preacher Aaron
Context triple: [Chaos Walking, character, Preacher Aaron]
  • A. Herr Starr in Preacher
    Herr Starr in *Preacher* is a ruthless, disfigured high-ranking operative of the secret organization The Grail, serving as one of the series’ primary antagonists.
  • B. Preacher
    Preacher is a darkly comic supernatural drama television series based on the Vertigo comic book of the same name, following a conflicted small-town preacher who gains extraordinary powers and embarks on a violent, bizarre quest to find God.
  • C. Pastor
    Pastor is a surname of German and Jewish origin borne by various notable individuals, including activists, politicians, and religious figures.
  • D. Pastor Troy
    Pastor Troy is an American rapper from Atlanta known for his aggressive Southern hip hop style and influential role in the crunk movement.
  • E. Reverend Jax
    Reverend Jax is a fictional clergyman character from the musical comedy television series "Perfect Harmony."
  • 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: Preacher Aaron
Triple: [Chaos Walking, character, Preacher Aaron]
Generated description
Preacher Aaron is a fanatical and menacing religious figure who serves as one of the primary antagonists in Patrick Ness’s Chaos Walking series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Preacher Aaron
Target entity description: Preacher Aaron is a fanatical and menacing religious figure who serves as one of the primary antagonists in Patrick Ness’s Chaos Walking series.
  • A. Herr Starr in Preacher
    Herr Starr in *Preacher* is a ruthless, disfigured high-ranking operative of the secret organization The Grail, serving as one of the series’ primary antagonists.
  • B. Preacher
    Preacher is a darkly comic supernatural drama television series based on the Vertigo comic book of the same name, following a conflicted small-town preacher who gains extraordinary powers and embarks on a violent, bizarre quest to find God.
  • C. Pastor
    Pastor is a surname of German and Jewish origin borne by various notable individuals, including activists, politicians, and religious figures.
  • D. Pastor Troy
    Pastor Troy is an American rapper from Atlanta known for his aggressive Southern hip hop style and influential role in the crunk movement.
  • E. Reverend Jax
    Reverend Jax is a fictional clergyman character from the musical comedy television series "Perfect Harmony."
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38d89fc819086709fd3607b835f completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac669cc819083e05620b1e8c370 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8c5b09448190ad084746a6dd23f5 completed May 8, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d609684819090a9c3f2304f4a6a completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.