Triple

T14276681
Position Surface form Disambiguated ID Type / Status
Subject Eleventh Doctor era E353933 entity
Predicate featuresCharacter P626 FINISHED
Object Madame Kovarian
Madame Kovarian is a manipulative and fanatical antagonist in Doctor Who who orchestrates a long-term plot against the Eleventh Doctor using River Song as a weapon.
E1089146 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: Madame Kovarian | Statement: [Eleventh Doctor era, featuresCharacter, Madame Kovarian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame Kovarian
Context triple: [Eleventh Doctor era, featuresCharacter, Madame Kovarian]
  • A. Agatha Heterodyne
    Agatha Heterodyne is the brilliant, mechanically gifted protagonist of the steampunk webcomic series "Girl Genius," known for her mad science abilities and adventurous exploits.
  • B. Ravonna Renslayer
    Ravonna Renslayer is a Marvel Comics character often depicted as a time-traveling ruler and complex ally–enemy of Kang the Conqueror, frequently entangled in his schemes across different timelines.
  • C. Satine Kryze
    Satine Kryze is the pacifist Duchess of Mandalore in the Star Wars universe, prominently known for her complex relationship with Jedi Knight Obi-Wan Kenobi during the Clone Wars era.
  • D. Ramonda
    Ramonda is a Marvel Comics character best known as the Queen Mother of Wakanda and the stepmother of T’Challa, the Black Panther.
  • E. Dedra Meero
    Dedra Meero is an ambitious and ruthless Imperial Security Bureau officer in the Star Wars series "Andor," known for her methodical pursuit of rebel activity.
  • 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: Madame Kovarian
Triple: [Eleventh Doctor era, featuresCharacter, Madame Kovarian]
Generated description
Madame Kovarian is a manipulative and fanatical antagonist in Doctor Who who orchestrates a long-term plot against the Eleventh Doctor using River Song as a weapon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame Kovarian
Target entity description: Madame Kovarian is a manipulative and fanatical antagonist in Doctor Who who orchestrates a long-term plot against the Eleventh Doctor using River Song as a weapon.
  • A. Agatha Heterodyne
    Agatha Heterodyne is the brilliant, mechanically gifted protagonist of the steampunk webcomic series "Girl Genius," known for her mad science abilities and adventurous exploits.
  • B. Ravonna Renslayer
    Ravonna Renslayer is a Marvel Comics character often depicted as a time-traveling ruler and complex ally–enemy of Kang the Conqueror, frequently entangled in his schemes across different timelines.
  • C. Satine Kryze
    Satine Kryze is the pacifist Duchess of Mandalore in the Star Wars universe, prominently known for her complex relationship with Jedi Knight Obi-Wan Kenobi during the Clone Wars era.
  • D. Ramonda
    Ramonda is a Marvel Comics character best known as the Queen Mother of Wakanda and the stepmother of T’Challa, the Black Panther.
  • E. Dedra Meero
    Dedra Meero is an ambitious and ruthless Imperial Security Bureau officer in the Star Wars series "Andor," known for her methodical pursuit of rebel activity.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6583f0ec81909ebfc7a2c6351ff8 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326f62b4819084b1e984678991ae completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd33e6e930819088c7479dc49c1bcd completed May 8, 2026, 12:52 a.m.
NED2 Entity disambiguation (via description) batch_69fd3453f7cc81909b183a8df2f5159f completed May 8, 2026, 12:54 a.m.
Created at: April 10, 2026, 1:10 a.m.