Triple

T5342886
Position Surface form Disambiguated ID Type / Status
Subject WandaVision E123983 entity
Predicate mainCharacter P1183 FINISHED
Object Agatha Harkness
Agatha Harkness is a powerful and cunning witch from Marvel Comics and the Marvel Cinematic Universe, known for manipulating magic and serving as both mentor and antagonist to other magic users like Wanda Maximoff.
E512551 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: Agatha Harkness | Statement: [WandaVision, mainCharacter, Agatha Harkness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agatha Harkness
Context triple: [WandaVision, mainCharacter, Agatha Harkness]
  • A. Scarlet Witch
    Scarlet Witch is a powerful Marvel Comics superhero and Avenger, known for her reality-warping chaos magic and complex moral journey.
  • B. Baron Mordo
    Baron Mordo is a powerful Marvel Comics sorcerer, often depicted as both mentor and rival to Doctor Strange, whose mastery of the mystic arts and shifting loyalties make him a complex and formidable figure.
  • C. Wanda
    Wanda is a feminine given name of Slavic origin, particularly common in Poland and other Central and Eastern European countries.
  • D. Wanda
    Wanda is a fairy godparent character from the animated series "The Fairly OddParents," known for her responsible and level-headed personality.
  • E. Morgana Jones
    Morgana Jones is a musical artist known for releasing tracks such as “She Believes in Me.”
  • 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: Agatha Harkness
Triple: [WandaVision, mainCharacter, Agatha Harkness]
Generated description
Agatha Harkness is a powerful and cunning witch from Marvel Comics and the Marvel Cinematic Universe, known for manipulating magic and serving as both mentor and antagonist to other magic users like Wanda Maximoff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agatha Harkness
Target entity description: Agatha Harkness is a powerful and cunning witch from Marvel Comics and the Marvel Cinematic Universe, known for manipulating magic and serving as both mentor and antagonist to other magic users like Wanda Maximoff.
  • A. Scarlet Witch
    Scarlet Witch is a powerful Marvel Comics superhero and Avenger, known for her reality-warping chaos magic and complex moral journey.
  • B. Baron Mordo
    Baron Mordo is a powerful Marvel Comics sorcerer, often depicted as both mentor and rival to Doctor Strange, whose mastery of the mystic arts and shifting loyalties make him a complex and formidable figure.
  • C. Wanda
    Wanda is a feminine given name of Slavic origin, particularly common in Poland and other Central and Eastern European countries.
  • D. Wanda
    Wanda is a fairy godparent character from the animated series "The Fairly OddParents," known for her responsible and level-headed personality.
  • E. Morgana Jones
    Morgana Jones is a musical artist known for releasing tracks such as “She Believes in Me.”
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85cc5a9881909e23bf9c5b697a8e completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18cc387c8190a9fe430fe5bb38ce completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf1a5440d8819094a6da0282408b7b completed March 21, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69bf1abe1ea88190b681eb18bfa361d7 completed March 21, 2026, 10:25 p.m.
Created at: March 20, 2026, 2:01 p.m.