Triple

T671603
Position Surface form Disambiguated ID Type / Status
Subject Torchwood E12982 entity
Predicate mainCharacter P1183 FINISHED
Object Ianto Jones
Ianto Jones is a key member of the Torchwood team in the British science fiction series "Torchwood," known for his meticulous professionalism, emotional depth, and complex relationship with Captain Jack Harkness.
 E83672 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: Ianto Jones | Statement: [Torchwood, mainCharacter, Ianto Jones]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ianto Jones
Context triple: [Torchwood, mainCharacter, Ianto Jones]
  • A. Gareth Unwin
    Gareth Unwin is a British film producer best known for his Academy Award-winning work on the historical drama "The King’s Speech."
  • B. Gweneth Howarth
    Gweneth Howarth was the second wife of physicist Richard Feynman, with whom she shared much of his later personal life.
  • C. Hugh Frayne
    Hugh Frayne was an American labor leader and union official who played a significant role in coordinating labor relations and production during World War I.
  • D. Will Firth
    Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
  • E. Owen King
    Owen King is an American author and the son of novelist Stephen King, known for his own works of fiction and collaborations with his father.
  • 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: Ianto Jones
Triple: [Torchwood, mainCharacter, Ianto Jones]
Generated description
Ianto Jones is a key member of the Torchwood team in the British science fiction series "Torchwood," known for his meticulous professionalism, emotional depth, and complex relationship with Captain Jack Harkness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ianto Jones
Target entity description: Ianto Jones is a key member of the Torchwood team in the British science fiction series "Torchwood," known for his meticulous professionalism, emotional depth, and complex relationship with Captain Jack Harkness.
  • A. Gareth Unwin
    Gareth Unwin is a British film producer best known for his Academy Award-winning work on the historical drama "The King’s Speech."
  • B. Gweneth Howarth
    Gweneth Howarth was the second wife of physicist Richard Feynman, with whom she shared much of his later personal life.
  • C. Hugh Frayne
    Hugh Frayne was an American labor leader and union official who played a significant role in coordinating labor relations and production during World War I.
  • D. Will Firth
    Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
  • E. Owen King
    Owen King is an American author and the son of novelist Stephen King, known for his own works of fiction and collaborations with his father.
  • 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a021b908819086f7cfe65def4728 completed March 1, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c39f3e1481908f395cdb19cfd2fc completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c42d4a0481908af4a71b4625c130 completed March 2, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce16df088190850a3b851558eba8 completed March 2, 2026, 5:51 p.m.
Created at: March 1, 2026, 7:36 p.m.