Triple

T13384514
Position Surface form Disambiguated ID Type / Status
Subject Without a Trace E319404 entity
Predicate mainCharacter P1183 FINISHED
Object Vivian Johnson
Vivian Johnson is a key FBI missing-persons agent on the American television drama series "Without a Trace," known for her professionalism, empathy, and strong investigative skills.
E1044976 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: Vivian Johnson | Statement: [Without a Trace, mainCharacter, Vivian Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vivian Johnson
Context triple: [Without a Trace, mainCharacter, Vivian Johnson]
  • A. Vivian Davis
    Vivian Davis is known as the wife of American actor Bruce Weitz, recognized for his role on the television series "Hill Street Blues."
  • B. Wanya Morris
    Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
  • C. Marlene Owens
    Marlene Owens is known as the daughter of legendary American track and field athlete Jesse Owens and his wife, Minnie Ruth Solomon.
  • D. Glory Johnson
    Glory Johnson is an American professional basketball player who has competed in the WNBA and internationally as a standout forward.
  • E. Amaire Johnson
    Amaire Johnson is a writer known for contributing to the work "Bounce Back."
  • 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: Vivian Johnson
Triple: [Without a Trace, mainCharacter, Vivian Johnson]
Generated description
Vivian Johnson is a key FBI missing-persons agent on the American television drama series "Without a Trace," known for her professionalism, empathy, and strong investigative skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vivian Johnson
Target entity description: Vivian Johnson is a key FBI missing-persons agent on the American television drama series "Without a Trace," known for her professionalism, empathy, and strong investigative skills.
  • A. Vivian Davis
    Vivian Davis is known as the wife of American actor Bruce Weitz, recognized for his role on the television series "Hill Street Blues."
  • B. Wanya Morris
    Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
  • C. Marlene Owens
    Marlene Owens is known as the daughter of legendary American track and field athlete Jesse Owens and his wife, Minnie Ruth Solomon.
  • D. Glory Johnson
    Glory Johnson is an American professional basketball player who has competed in the WNBA and internationally as a standout forward.
  • E. Amaire Johnson
    Amaire Johnson is a writer known for contributing to the work "Bounce Back."
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce80158819082156eaeaeda3bd8 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f754734db081909f262fa2325b7e6d completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75585cac88190bcf3fcd714d73b1b completed May 3, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69f7561f170c8190b12c79fbbe57ad91 completed May 3, 2026, 2:05 p.m.
Created at: April 9, 2026, 9:33 p.m.