Triple

T15491853
Position Surface form Disambiguated ID Type / Status
Subject Battle of Canary Wharf E378704 entity
Predicate hasKeyEvent P811 FINISHED
Object Yvonne Hartman converted into a Cyberman
Yvonne Hartman converted into a Cyberman is a pivotal Doctor Who storyline moment in which the Torchwood Institute director is forcibly transformed into one of the Doctor’s iconic cybernetic enemies.
E1160266 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: Yvonne Hartman converted into a Cyberman | Statement: [Battle of Canary Wharf, hasKeyEvent, Yvonne Hartman converted into a Cyberman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yvonne Hartman converted into a Cyberman
Context triple: [Battle of Canary Wharf, hasKeyEvent, Yvonne Hartman converted into a Cyberman]
  • A. Donna Who
    Donna Who is a resident of Whoville and the caring single mother of Cindy-Lou Who in the 2018 animated film "The Grinch."
  • B. Eve Frame
    Eve Frame is a central character in Philip Roth’s novel "I Married a Communist," depicted as the embittered ex-wife whose betrayal helps destroy the life and career of the protagonist, Ira Ringold.
  • C. Leeloo
    Leeloo is the enigmatic, superhuman "supreme being" central to the sci-fi film *The Fifth Element*, destined to save the universe from an impending cosmic evil.
  • D. Evey Hammond
    Evey Hammond is a young woman in the dystopian graphic novel and film "V for Vendetta" who becomes the protégé and moral counterpart of the masked vigilante V, ultimately embracing his revolutionary ideals against a totalitarian regime.
  • E. Cosmo, the Phantom of Disguise
    Cosmo, the Phantom of Disguise is a Golden Age DC Comics character known as a master of disguise and crime-fighter who debuted in the landmark Action Comics #1.
  • 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: Yvonne Hartman converted into a Cyberman
Triple: [Battle of Canary Wharf, hasKeyEvent, Yvonne Hartman converted into a Cyberman]
Generated description
Yvonne Hartman converted into a Cyberman is a pivotal Doctor Who storyline moment in which the Torchwood Institute director is forcibly transformed into one of the Doctor’s iconic cybernetic enemies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yvonne Hartman converted into a Cyberman
Target entity description: Yvonne Hartman converted into a Cyberman is a pivotal Doctor Who storyline moment in which the Torchwood Institute director is forcibly transformed into one of the Doctor’s iconic cybernetic enemies.
  • A. Donna Who
    Donna Who is a resident of Whoville and the caring single mother of Cindy-Lou Who in the 2018 animated film "The Grinch."
  • B. Eve Frame
    Eve Frame is a central character in Philip Roth’s novel "I Married a Communist," depicted as the embittered ex-wife whose betrayal helps destroy the life and career of the protagonist, Ira Ringold.
  • C. Leeloo
    Leeloo is the enigmatic, superhuman "supreme being" central to the sci-fi film *The Fifth Element*, destined to save the universe from an impending cosmic evil.
  • D. Evey Hammond
    Evey Hammond is a young woman in the dystopian graphic novel and film "V for Vendetta" who becomes the protégé and moral counterpart of the masked vigilante V, ultimately embracing his revolutionary ideals against a totalitarian regime.
  • E. Cosmo, the Phantom of Disguise
    Cosmo, the Phantom of Disguise is a Golden Age DC Comics character known as a master of disguise and crime-fighter who debuted in the landmark Action Comics #1.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fac2af88190ac1d119e6b21dbe0 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff365f27c48190822254b6da504d3d completed May 9, 2026, 1:27 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff3830f0148190846bd24db1e0d754 completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:49 a.m.