Triple

T11332545
Position Surface form Disambiguated ID Type / Status
Subject Bautista E268381 entity
Predicate hasNotableBearer P458 FINISHED
Object Lualhati Bautista
Lualhati Bautista was a prominent Filipino novelist, screenwriter, and women’s rights advocate best known for her socially critical works such as "Dekada ’70" and "Bata, Bata... Pa’no Ka Ginawa?".
E918141 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: Lualhati Bautista | Statement: [Bautista, hasNotableBearer, Lualhati Bautista]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lualhati Bautista
Context triple: [Bautista, hasNotableBearer, Lualhati Bautista]
  • A. Evangelina Macaraeg
    Evangelina Macaraeg was the First Lady of the Philippines as the wife of former President Diosdado Macapagal.
  • B. Esperanza Limjap
    Esperanza Limjap was a Filipina notable as the wife of Sergio Osmeña, the fourth President of the Philippines, and a member of a prominent Cebuano family.
  • C. Lourdes Osmeña
    Lourdes Osmeña was a member of the prominent Osmeña political family of the Philippines, known primarily as a daughter of former President Sergio Osmeña.
  • D. Fides Cuyugan-Asensio
    Fides Cuyugan-Asensio is a renowned Filipino opera singer, actress, and music educator regarded as one of the pioneers of opera and classical vocal performance in the Philippines.
  • E. Carmen Osmeña
    Carmen Osmeña was a daughter of former Philippine President Sergio Osmeña and a member of the prominent Osmeña political family.
  • 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: Lualhati Bautista
Triple: [Bautista, hasNotableBearer, Lualhati Bautista]
Generated description
Lualhati Bautista was a prominent Filipino novelist, screenwriter, and women’s rights advocate best known for her socially critical works such as "Dekada ’70" and "Bata, Bata... Pa’no Ka Ginawa?".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lualhati Bautista
Target entity description: Lualhati Bautista was a prominent Filipino novelist, screenwriter, and women’s rights advocate best known for her socially critical works such as "Dekada ’70" and "Bata, Bata... Pa’no Ka Ginawa?".
  • A. Evangelina Macaraeg
    Evangelina Macaraeg was the First Lady of the Philippines as the wife of former President Diosdado Macapagal.
  • B. Esperanza Limjap
    Esperanza Limjap was a Filipina notable as the wife of Sergio Osmeña, the fourth President of the Philippines, and a member of a prominent Cebuano family.
  • C. Lourdes Osmeña
    Lourdes Osmeña was a member of the prominent Osmeña political family of the Philippines, known primarily as a daughter of former President Sergio Osmeña.
  • D. Fides Cuyugan-Asensio
    Fides Cuyugan-Asensio is a renowned Filipino opera singer, actress, and music educator regarded as one of the pioneers of opera and classical vocal performance in the Philippines.
  • E. Carmen Osmeña
    Carmen Osmeña was a daughter of former Philippine President Sergio Osmeña and a member of the prominent Osmeña political family.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9fe5d5881908d786b212a554d8b completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5263160548190adb7d5c0fd6af0e2 completed April 19, 2026, 7 p.m.
NEDg Description generation batch_69e52c83768c819086ebfd870ad81998 completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531d0ab5881909814160b86c8e76b completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:32 p.m.