Triple

T18448491
Position Surface form Disambiguated ID Type / Status
Subject Central City Police Department E450717 entity
Predicate employsFictionalCharacter P26582 FINISHED
Object Darryl Frye
Darryl Frye is a fictional police officer in DC Comics, best known as a senior member of law enforcement in Central City and a mentor and father figure to Barry Allen (The Flash).
E1325339 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: Darryl Frye | Statement: [Central City Police Department, employsFictionalCharacter, Darryl Frye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darryl Frye
Context triple: [Central City Police Department, employsFictionalCharacter, Darryl Frye]
  • A. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • B. Dwayne Taylor
    Dwayne Taylor, better known as Night Thrasher, is a Marvel Comics vigilante and the armored, skateboard-riding leader of the superhero team the New Warriors.
  • C. Damon Harris
    Damon Harris was an American soul and R&B singer best known for his work as a falsetto vocalist with The Temptations during the early 1970s.
  • D. Derek York
    Derek York is a television and film producer best known for his work on the documentary series "Gardens of the World with Audrey Hepburn."
  • E. Cirroc Lofton
    Cirroc Lofton is an American actor best known for playing Jake Sisko on the television series Star Trek: Deep Space Nine.
  • 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: Darryl Frye
Triple: [Central City Police Department, employsFictionalCharacter, Darryl Frye]
Generated description
Darryl Frye is a fictional police officer in DC Comics, best known as a senior member of law enforcement in Central City and a mentor and father figure to Barry Allen (The Flash).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darryl Frye
Target entity description: Darryl Frye is a fictional police officer in DC Comics, best known as a senior member of law enforcement in Central City and a mentor and father figure to Barry Allen (The Flash).
  • A. Darryl Hickman
    Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
  • B. Dwayne Taylor
    Dwayne Taylor, better known as Night Thrasher, is a Marvel Comics vigilante and the armored, skateboard-riding leader of the superhero team the New Warriors.
  • C. Damon Harris
    Damon Harris was an American soul and R&B singer best known for his work as a falsetto vocalist with The Temptations during the early 1970s.
  • D. Derek York
    Derek York is a television and film producer best known for his work on the documentary series "Gardens of the World with Audrey Hepburn."
  • E. Cirroc Lofton
    Cirroc Lofton is an American actor best known for playing Jake Sisko on the television series Star Trek: Deep Space Nine.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52646949c81909664e864224675a6 completed April 19, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fe1ac6c8190a803ce4b048e2520 completed May 13, 2026, 5:45 a.m.
NEDg Description generation batch_6a04123430308190af22a11b2151c8b8 completed May 13, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_6a04131eb4988190af4024bfcad648bc completed May 13, 2026, 5:58 a.m.
Created at: April 10, 2026, 11:30 a.m.