Triple

T21161977
Position Surface form Disambiguated ID Type / Status
Subject Black family E521463 entity
Predicate hasNotableMember P304 FINISHED
Object Melania Macmillan NE NERFINISHED

How this triple was built (3 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: Melania Macmillan | Statement: [Black family, hasNotableMember, Melania Macmillan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melania Macmillan
Context triple: [Black family, hasNotableMember, Melania Macmillan]
  • A. Melania Trump
    Melania Trump is a Slovenian-American former fashion model who served as First Lady of the United States from 2017 to 2021.
  • B. Jill Biden
    Jill Biden is an American educator and the First Lady of the United States, known for her long career in teaching and her advocacy for military families, community colleges, and cancer research.
  • C. Michaleen Oge Flynn
    Michaleen Oge Flynn is the colorful, hard-drinking matchmaker and comic sidekick in John Ford’s classic film "The Quiet Man."
  • D. Ruth Ford
    Ruth Ford was an American actress known for her work in mid-20th-century film and theater, often appearing in character roles on both stage and screen.
  • E. Neilia Hunter Biden
    Neilia Hunter Biden was an American educator and the first wife of Joe Biden, who tragically died in a 1972 car accident along with their infant daughter.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melania Macmillan
Target entity description: Melania Macmillan is a lesser-known witch from the Harry Potter universe, identified as a member of the pure-blood Black family.
  • A. Melania Trump
    Melania Trump is a Slovenian-American former fashion model who served as First Lady of the United States from 2017 to 2021.
  • B. Jill Biden
    Jill Biden is an American educator and the First Lady of the United States, known for her long career in teaching and her advocacy for military families, community colleges, and cancer research.
  • C. Michaleen Oge Flynn
    Michaleen Oge Flynn is the colorful, hard-drinking matchmaker and comic sidekick in John Ford’s classic film "The Quiet Man."
  • D. Ruth Ford
    Ruth Ford was an American actress known for her work in mid-20th-century film and theater, often appearing in character roles on both stage and screen.
  • E. Neilia Hunter Biden
    Neilia Hunter Biden was an American educator and the first wife of Joe Biden, who tragically died in a 1972 car accident along with their infant daughter.
  • F. None of above. chosen

Provenance (2 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_69e72530e3388190a170c5a2a19dadfc completed April 21, 2026, 7:20 a.m.
Created at: April 16, 2026, 2:59 p.m.