Triple

T10281888
Position Surface form Disambiguated ID Type / Status
Subject Halle Berry E241118 entity
Predicate hasChild P369 FINISHED
Object Nahla Ariela Aubry
Nahla Ariela Aubry is the daughter of American actress Halle Berry and Canadian model Gabriel Aubry.
E852481 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: Nahla Ariela Aubry | Statement: [Halle Berry, hasChild, Nahla Ariela Aubry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nahla Ariela Aubry
Context triple: [Halle Berry, hasChild, Nahla Ariela Aubry]
  • A. Lila Yacoub
    Lila Yacoub is a film producer known for her work on independent features such as Noah Baumbach’s comedy-drama "Mistress America."
  • B. Yasmine Malek
    Yasmine Malek is a member of the Malek family, known primarily as the sister of actor Sami Malek and the aunt of Oscar-winning actor Rami Malek.
  • C. Nelly Malek
    Nelly Malek is best known as the mother of Academy Award–winning actor Rami Malek.
  • D. Alexa Mansour
    Alexa Mansour is an American actress and singer best known for her leading role as Hope Bennett in the television series "The Walking Dead: World Beyond."
  • E. Aida El-Kachef
    Aida El-Kachef is known as the wife of Egyptian diplomat and Nobel Peace Prize laureate Mohamed ElBaradei.
  • 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: Nahla Ariela Aubry
Triple: [Halle Berry, hasChild, Nahla Ariela Aubry]
Generated description
Nahla Ariela Aubry is the daughter of American actress Halle Berry and Canadian model Gabriel Aubry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nahla Ariela Aubry
Target entity description: Nahla Ariela Aubry is the daughter of American actress Halle Berry and Canadian model Gabriel Aubry.
  • A. Lila Yacoub
    Lila Yacoub is a film producer known for her work on independent features such as Noah Baumbach’s comedy-drama "Mistress America."
  • B. Yasmine Malek
    Yasmine Malek is a member of the Malek family, known primarily as the sister of actor Sami Malek and the aunt of Oscar-winning actor Rami Malek.
  • C. Nelly Malek
    Nelly Malek is best known as the mother of Academy Award–winning actor Rami Malek.
  • D. Alexa Mansour
    Alexa Mansour is an American actress and singer best known for her leading role as Hope Bennett in the television series "The Walking Dead: World Beyond."
  • E. Aida El-Kachef
    Aida El-Kachef is known as the wife of Egyptian diplomat and Nobel Peace Prize laureate Mohamed ElBaradei.
  • 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_69d381a94c1881908fc38fc263d9b9c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d2a177b48190aab7d7857f5bba7b completed April 7, 2026, 9:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f8352a108190b3692a2de3cb4dea completed April 9, 2026, 12:52 a.m.
NEDg Description generation batch_69d6fcae243c819095a2e791716805bd completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd3495fc8190a093d2536cfbe58a completed April 9, 2026, 1:13 a.m.
Created at: April 6, 2026, 11:39 a.m.