Triple

T12368592
Position Surface form Disambiguated ID Type / Status
Subject Brant Daugherty E294935 entity
Predicate playedCharacter P1507 FINISHED
Object Luke Sawyer
Luke Sawyer is a fictional character from the television series "Pretty Little Liars," known as one of the roles portrayed by actor Brant Daugherty.
 E980210 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: Luke Sawyer | Statement: [Brant Daugherty, playedCharacter, Luke Sawyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luke Sawyer
Context triple: [Brant Daugherty, playedCharacter, Luke Sawyer]
  • A. Joe Sawyer
    Joe Sawyer was a Canadian-born character actor known for his tough-guy roles in numerous American films and television shows from the 1930s through the 1960s.
  • B. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • C. Walker Edmiston
    Walker Edmiston was an American character actor and voice artist known for his extensive work in television, film, and animation from the 1950s through the 1990s.
  • D. Jack Seddon
    Jack Seddon was a screenwriter best known for his work on the epic World War II film "The Longest Day."
  • E. Hunter McEwan
    Hunter McEwan is an individual notable enough to be recognized as a prominent bearer of the surname McEwan.
  • 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: Luke Sawyer
Triple: [Brant Daugherty, playedCharacter, Luke Sawyer]
Generated description
Luke Sawyer is a fictional character from the television series "Pretty Little Liars," known as one of the roles portrayed by actor Brant Daugherty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luke Sawyer
Target entity description: Luke Sawyer is a fictional character from the television series "Pretty Little Liars," known as one of the roles portrayed by actor Brant Daugherty.
  • A. Joe Sawyer
    Joe Sawyer was a Canadian-born character actor known for his tough-guy roles in numerous American films and television shows from the 1930s through the 1960s.
  • B. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • C. Walker Edmiston
    Walker Edmiston was an American character actor and voice artist known for his extensive work in television, film, and animation from the 1950s through the 1990s.
  • D. Jack Seddon
    Jack Seddon was a screenwriter best known for his work on the epic World War II film "The Longest Day."
  • E. Hunter McEwan
    Hunter McEwan is an individual notable enough to be recognized as a prominent bearer of the surname McEwan.
  • 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_69f63473efd481909b2061f3b19e1aaf completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356b545c819089a5f5b901afc5f2 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f636382ffc8190becfae41757a45d8 completed May 2, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:54 p.m.