Triple

T21164421
Position Surface form Disambiguated ID Type / Status
Subject Pam Ferris E521520 entity
Predicate characterRole P268 FINISHED
Object Aunt Marge in Harry Potter and the Prisoner of Azkaban
Aunt Marge is Vernon Dursley’s overbearing, cruel sister whose visit to the Dursleys in Harry Potter and the Prisoner of Azkaban ends with Harry accidentally inflating her like a balloon with uncontrolled magic.
E1469440 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: Aunt Marge in Harry Potter and the Prisoner of Azkaban | Statement: [Pam Ferris, characterRole, Aunt Marge in Harry Potter and the Prisoner of Azkaban]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aunt Marge in Harry Potter and the Prisoner of Azkaban
Context triple: [Pam Ferris, characterRole, Aunt Marge in Harry Potter and the Prisoner of Azkaban]
  • A. Susan Bones in Harry Potter and the Sorcerer’s Stone
    Susan Bones in *Harry Potter and the Sorcerer’s Stone* is a minor Hufflepuff student character who appears during the Hogwarts Sorting Ceremony.
  • B. Xenophilius Lovegood in Harry Potter and the Deathly Hallows – Part 1
    Xenophilius Lovegood in *Harry Potter and the Deathly Hallows – Part 1* is the eccentric, conspiracy-minded editor of The Quibbler and father of Luna Lovegood, who reveals the legend of the Deathly Hallows to Harry, Ron, and Hermione.
  • C. Mr. Mason in Harry Potter and the Chamber of Secrets
    Mr. Mason is a wealthy and important Muggle businessman whom the Dursleys attempt to impress during a crucial dinner party in Harry Potter and the Chamber of Secrets.
  • D. Madame Olympe Maxime in Harry Potter and the Goblet of Fire
    Madame Olympe Maxime in Harry Potter and the Goblet of Fire is the elegant, half-giant headmistress of Beauxbatons Academy of Magic who attends the Triwizard Tournament and develops a close relationship with Rubeus Hagrid.
  • E. Mildred Hubble (fictional character)
    Mildred Hubble is the clumsy but kind-hearted young witch-in-training who serves as the main protagonist of Jill Murphy’s "The Worst Witch" children’s book series and its adaptations.
  • 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: Aunt Marge in Harry Potter and the Prisoner of Azkaban
Triple: [Pam Ferris, characterRole, Aunt Marge in Harry Potter and the Prisoner of Azkaban]
Generated description
Aunt Marge is Vernon Dursley’s overbearing, cruel sister whose visit to the Dursleys in Harry Potter and the Prisoner of Azkaban ends with Harry accidentally inflating her like a balloon with uncontrolled magic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aunt Marge in Harry Potter and the Prisoner of Azkaban
Target entity description: Aunt Marge is Vernon Dursley’s overbearing, cruel sister whose visit to the Dursleys in Harry Potter and the Prisoner of Azkaban ends with Harry accidentally inflating her like a balloon with uncontrolled magic.
  • A. Susan Bones in Harry Potter and the Sorcerer’s Stone
    Susan Bones in *Harry Potter and the Sorcerer’s Stone* is a minor Hufflepuff student character who appears during the Hogwarts Sorting Ceremony.
  • B. Xenophilius Lovegood in Harry Potter and the Deathly Hallows – Part 1
    Xenophilius Lovegood in *Harry Potter and the Deathly Hallows – Part 1* is the eccentric, conspiracy-minded editor of The Quibbler and father of Luna Lovegood, who reveals the legend of the Deathly Hallows to Harry, Ron, and Hermione.
  • C. Mr. Mason in Harry Potter and the Chamber of Secrets
    Mr. Mason is a wealthy and important Muggle businessman whom the Dursleys attempt to impress during a crucial dinner party in Harry Potter and the Chamber of Secrets.
  • D. Madame Olympe Maxime in Harry Potter and the Goblet of Fire
    Madame Olympe Maxime in Harry Potter and the Goblet of Fire is the elegant, half-giant headmistress of Beauxbatons Academy of Magic who attends the Triwizard Tournament and develops a close relationship with Rubeus Hagrid.
  • E. Mildred Hubble (fictional character)
    Mildred Hubble is the clumsy but kind-hearted young witch-in-training who serves as the main protagonist of Jill Murphy’s "The Worst Witch" children’s book series and its adaptations.
  • 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7270e15bc81908d609198e573040e completed April 21, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096dd1dfe081908e3fdb675c4fca94 completed May 17, 2026, 7:27 a.m.
NEDg Description generation batch_6a096e4d8a3c819087103e7c1090ee52 completed May 17, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09724c35f881909d48c9dd212b3c12 completed May 17, 2026, 7:46 a.m.
Created at: April 16, 2026, 2:59 p.m.