Triple

T16909675
Position Surface form Disambiguated ID Type / Status
Subject Dan Vasser E410161 entity
Predicate formerFiancée P8718 FINISHED
Object Livia Beale
Livia Beale is a central character in the television series "Journeyman," known as a time traveler whose complex past relationship with protagonist Dan Vasser drives much of the show's emotional and narrative tension.
E1240219 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: Livia Beale | Statement: [Dan Vasser, formerFiancée, Livia Beale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Livia Beale
Context triple: [Dan Vasser, formerFiancée, Livia Beale]
  • A. Tessa Quayle
    Tessa Quayle is a passionate human-rights activist whose mysterious death in Kenya drives the political and emotional intrigue at the heart of John le Carré’s novel "The Constant Gardener."
  • B. Livia Firth
    Livia Firth is an Italian film producer and sustainability advocate best known for her work promoting ethical fashion and co-founding the environmental consultancy Eco-Age.
  • C. Elizabeth Scott
    Elizabeth Scott was a Scottish noblewoman of the influential Scott family, daughter of Francis Scott, 2nd Earl of Buccleuch.
  • D. Camilla Collett
    Camilla Collett was a pioneering Norwegian feminist writer and social critic, best known for her novel "The District Governor’s Daughters" and her advocacy for women's rights in 19th-century Norway.
  • E. Laura Bellingham
    Laura Bellingham is a cinematographer known for her work on the fantasy adventure film "Amulet."
  • 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: Livia Beale
Triple: [Dan Vasser, formerFiancée, Livia Beale]
Generated description
Livia Beale is a central character in the television series "Journeyman," known as a time traveler whose complex past relationship with protagonist Dan Vasser drives much of the show's emotional and narrative tension.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Livia Beale
Target entity description: Livia Beale is a central character in the television series "Journeyman," known as a time traveler whose complex past relationship with protagonist Dan Vasser drives much of the show's emotional and narrative tension.
  • A. Tessa Quayle
    Tessa Quayle is a passionate human-rights activist whose mysterious death in Kenya drives the political and emotional intrigue at the heart of John le Carré’s novel "The Constant Gardener."
  • B. Livia Firth
    Livia Firth is an Italian film producer and sustainability advocate best known for her work promoting ethical fashion and co-founding the environmental consultancy Eco-Age.
  • C. Elizabeth Scott
    Elizabeth Scott was a Scottish noblewoman of the influential Scott family, daughter of Francis Scott, 2nd Earl of Buccleuch.
  • D. Camilla Collett
    Camilla Collett was a pioneering Norwegian feminist writer and social critic, best known for her novel "The District Governor’s Daughters" and her advocacy for women's rights in 19th-century Norway.
  • E. Laura Bellingham
    Laura Bellingham is a cinematographer known for her work on the fantasy adventure film "Amulet."
  • 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_69d886c7b1e481908c3766dfa8c13458 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3ca3bdc3081908a9b4f6e63405348 completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7b98d5c8190b61de47b246549e3 completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c9cb23d08190b1757015f4374e85 completed May 10, 2026, 6:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00ca99c7108190a4be2cb08b414888 completed May 10, 2026, 6:12 p.m.
Created at: April 10, 2026, 5:30 a.m.