Triple

T12368591
Position Surface form Disambiguated ID Type / Status
Subject Brant Daugherty E294935 entity
Predicate characterInWork P12208 FINISHED
Object Noel Kahn in Pretty Little Liars
Noel Kahn in Pretty Little Liars is a charming yet duplicitous Rosewood High student whose shifting alliances and secretive behavior make him a recurring antagonist in the series.
E978086 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: Noel Kahn in Pretty Little Liars | Statement: [Brant Daugherty, characterInWork, Noel Kahn in Pretty Little Liars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Noel Kahn in Pretty Little Liars
Context triple: [Brant Daugherty, characterInWork, Noel Kahn in Pretty Little Liars]
  • A. Byron Montgomery in Pretty Little Liars
    Byron Montgomery in Pretty Little Liars is the English professor father of Aria and Mike Montgomery, whose affair and secretive behavior create major family and moral conflicts in the series.
  • B. Travis Hobbs in Pretty Little Liars
    Travis Hobbs is a recurring character on the teen mystery-drama series "Pretty Little Liars," known for being a kind, morally grounded love interest who becomes involved in the Liars’ investigations.
  • C. Joshua Washington in Until Dawn
    Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
  • D. Kendall Fancher
    Kendall Fancher is an American actress and filmmaker known for her work in independent film and her marriage to cinematographer Phedon Papamichael.
  • E. Kendall Schmidt
    Kendall Schmidt is an American actor, singer, and songwriter best known as a member of the pop boy band Big Time Rush and for starring in the Nickelodeon television series of the same name.
  • 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: Noel Kahn in Pretty Little Liars
Triple: [Brant Daugherty, characterInWork, Noel Kahn in Pretty Little Liars]
Generated description
Noel Kahn in Pretty Little Liars is a charming yet duplicitous Rosewood High student whose shifting alliances and secretive behavior make him a recurring antagonist in the series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Noel Kahn in Pretty Little Liars
Target entity description: Noel Kahn in Pretty Little Liars is a charming yet duplicitous Rosewood High student whose shifting alliances and secretive behavior make him a recurring antagonist in the series.
  • A. Byron Montgomery in Pretty Little Liars
    Byron Montgomery in Pretty Little Liars is the English professor father of Aria and Mike Montgomery, whose affair and secretive behavior create major family and moral conflicts in the series.
  • B. Travis Hobbs in Pretty Little Liars
    Travis Hobbs is a recurring character on the teen mystery-drama series "Pretty Little Liars," known for being a kind, morally grounded love interest who becomes involved in the Liars’ investigations.
  • C. Joshua Washington in Until Dawn
    Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
  • D. Kendall Fancher
    Kendall Fancher is an American actress and filmmaker known for her work in independent film and her marriage to cinematographer Phedon Papamichael.
  • E. Kendall Schmidt
    Kendall Schmidt is an American actor, singer, and songwriter best known as a member of the pop boy band Big Time Rush and for starring in the Nickelodeon television series of the same name.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa65a608190a1597a49751185a8 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62abdad1c8190b083791d60138f2a completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62be4de888190aac94d441748d295 completed May 2, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69f62d4d0b8881908aa6b67db7d14609 completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:54 p.m.