Triple

T12895137
Position Surface form Disambiguated ID Type / Status
Subject Hallie Biden E308472 entity
Predicate relative P37 FINISHED
Object Ashley Biden E54895 NE FINISHED

How this triple was built (2 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: Ashley Biden | Statement: [Hallie Biden, relative, Ashley Biden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashley Biden
Context triple: [Hallie Biden, relative, Ashley Biden]
  • A. Ashley Biden chosen
    Ashley Biden is an American social worker, activist, and fashion designer known for her advocacy on criminal justice reform and her role as the daughter of U.S. President Joe Biden and educator Jill Biden.
  • B. 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.
  • C. Valerie Biden Owens
    Valerie Biden Owens is an American political strategist and campaign manager best known as President Joe Biden’s sister and longtime close adviser.
  • D. Hallie Biden
    Hallie Biden is an American woman known for being the widow of Beau Biden, the late son of U.S. President Joe Biden.
  • E. Natalie Biden
    Natalie Biden is the granddaughter of U.S. President Joe Biden and the daughter of the late Beau Biden.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9717d859481908957510babac2d69 completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8cec96c819089d253162bc4705a completed May 3, 2026, 2:54 a.m.
Created at: April 9, 2026, 5:40 p.m.