Triple

T22859547
Position Surface form Disambiguated ID Type / Status
Subject Enrique Murciano E566875 entity
Predicate employedAs P4325 FINISHED
Object FBI agent Danny Taylor on Without a Trace
FBI agent Danny Taylor on Without a Trace is a central character on the American crime drama series, known for his dedicated yet emotionally complex work in the FBI's Missing Persons Unit.
E1558185 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: FBI agent Danny Taylor on Without a Trace | Statement: [Enrique Murciano, employedAs, FBI agent Danny Taylor on Without a Trace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FBI agent Danny Taylor on Without a Trace
Context triple: [Enrique Murciano, employedAs, FBI agent Danny Taylor on Without a Trace]
  • A. Danny Williams is a detective with the Five-0 Task Force
    Danny Williams is a central character in the 2010 reboot of "Hawaii Five-0," known as a wisecracking, by-the-book New Jersey transplant who serves as Steve McGarrett’s loyal partner on the elite task force.
  • B. FBI Special Agent Adam Frawley
    FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
  • C. FBI special agents
    FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
  • D. FBI agent Scott Turner
    FBI agent Scott Turner is the undercover law-enforcement protagonist of the action-comedy film "Kindergarten Cop 2," who poses as a kindergarten teacher to solve a case.
  • E. Danielle Ciccolella (FBI agent undercover as friend)
    Danielle Ciccolella is an undercover FBI agent in The Sopranos who poses as a friendly acquaintance to secretly gather information from Adriana La Cerva.
  • 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: FBI agent Danny Taylor on Without a Trace
Triple: [Enrique Murciano, employedAs, FBI agent Danny Taylor on Without a Trace]
Generated description
FBI agent Danny Taylor on Without a Trace is a central character on the American crime drama series, known for his dedicated yet emotionally complex work in the FBI's Missing Persons Unit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FBI agent Danny Taylor on Without a Trace
Target entity description: FBI agent Danny Taylor on Without a Trace is a central character on the American crime drama series, known for his dedicated yet emotionally complex work in the FBI's Missing Persons Unit.
  • A. Danny Williams is a detective with the Five-0 Task Force
    Danny Williams is a central character in the 2010 reboot of "Hawaii Five-0," known as a wisecracking, by-the-book New Jersey transplant who serves as Steve McGarrett’s loyal partner on the elite task force.
  • B. FBI Special Agent Adam Frawley
    FBI Special Agent Adam Frawley is a determined and relentless federal investigator in the crime thriller film "The Town," tasked with tracking down a crew of Boston bank robbers.
  • C. FBI special agents
    FBI special agents are highly trained federal law enforcement officers responsible for investigating and enforcing U.S. laws across a wide range of criminal and national security matters.
  • D. FBI agent Scott Turner
    FBI agent Scott Turner is the undercover law-enforcement protagonist of the action-comedy film "Kindergarten Cop 2," who poses as a kindergarten teacher to solve a case.
  • E. Danielle Ciccolella (FBI agent undercover as friend)
    Danielle Ciccolella is an undercover FBI agent in The Sopranos who poses as a friendly acquaintance to secretly gather information from Adriana La Cerva.
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17ebf1838819092b2b99205a2192f completed April 29, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae8ba1dc8190a2af113d88c210d0 completed May 19, 2026, 12:27 a.m.
NEDg Description generation batch_6a0baf39c42c8190a6401ab150b80039 completed May 19, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0bafce9cf48190a826f713e095e3be completed May 19, 2026, 12:33 a.m.
Created at: April 17, 2026, 3:37 p.m.