Triple

T17642440
Position Surface form Disambiguated ID Type / Status
Subject Assumption Convent E429265 entity
Predicate notableAlumni P51 FINISHED
Object Luli Arroyo-Bernas 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: Luli Arroyo-Bernas | Statement: [Assumption Convent, notableAlumni, Luli Arroyo-Bernas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luli Arroyo-Bernas
Context triple: [Assumption Convent, notableAlumni, Luli Arroyo-Bernas]
  • A. Cristina Villanueva
    Cristina Villanueva is known as the wife of Eraño G. Manalo, the late Executive Minister of the Iglesia ni Cristo, a major Philippine-based Christian church.
  • B. Marisabel Rodríguez
    Marisabel Rodríguez is a Venezuelan journalist and former First Lady of Venezuela, known for her marriage to President Hugo Chávez and her involvement in the country’s political and social life during his early years in power.
  • C. Pilar Salazar
    Pilar Salazar is a main supporting character in the teen drama series "Love, Victor," known as Victor's younger sister who navigates her own personal and family struggles.
  • D. Mónica Burgos
    Mónica Burgos was a Brazilian-born restaurant owner whose high-profile 2010 murder in Mexico drew international media attention, particularly due to the involvement of her husband, television producer Bruce Beresford-Redman.
  • E. María Valenzuela
    María Valenzuela is an Argentine actress known for her extensive work in television, film, and theater across several decades.
  • 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: Luli Arroyo-Bernas
Target entity description: Luli Arroyo-Bernas is a Filipino public figure known as the daughter of former Philippine President Gloria Macapagal Arroyo and for her involvement in civic and social initiatives.
  • A. Cristina Villanueva
    Cristina Villanueva is known as the wife of Eraño G. Manalo, the late Executive Minister of the Iglesia ni Cristo, a major Philippine-based Christian church.
  • B. Marisabel Rodríguez
    Marisabel Rodríguez is a Venezuelan journalist and former First Lady of Venezuela, known for her marriage to President Hugo Chávez and her involvement in the country’s political and social life during his early years in power.
  • C. Pilar Salazar
    Pilar Salazar is a main supporting character in the teen drama series "Love, Victor," known as Victor's younger sister who navigates her own personal and family struggles.
  • D. Mónica Burgos
    Mónica Burgos was a Brazilian-born restaurant owner whose high-profile 2010 murder in Mexico drew international media attention, particularly due to the involvement of her husband, television producer Bruce Beresford-Redman.
  • E. María Valenzuela
    María Valenzuela is an Argentine actress known for her extensive work in television, film, and theater across several decades.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46de645208190a40dcf443f8afd82 completed April 19, 2026, 5:53 a.m.
Created at: April 10, 2026, 6:03 a.m.