Triple

T7695997
Position Surface form Disambiguated ID Type / Status
Subject Manalo E174370 entity
Predicate hasNotableBearer P458 FINISHED
Object Toni Gonzaga
Toni Gonzaga is a Filipino television host, actress, singer, and film producer known for her work in Philippine entertainment and variety shows.
E689009 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: Toni Gonzaga | Statement: [Manalo, hasNotableBearer, Toni Gonzaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toni Gonzaga
Context triple: [Manalo, hasNotableBearer, Toni Gonzaga]
  • A. Nadine Lustre
    Nadine Lustre is a Filipino actress, singer, and multimedia star best known for her roles in popular Philippine films and television series and her influence in contemporary pop culture.
  • B. Rufa Mae Quinto
    Rufa Mae Quinto is a Filipino actress, comedian, and television host known for her bold comedic style and roles in popular Philippine films and TV shows.
  • C. Eva Noblezada
    Eva Noblezada is a Tony-nominated Filipino-American actress and singer best known for her acclaimed performances in Broadway productions such as Miss Saigon and Hadestown.
  • D. Josie de Guzman
    Josie de Guzman is an American actress best known for her work on stage and screen, including notable performances on Broadway and in television dramas.
  • E. Camille Montes
    Camille Montes is a Bolivian intelligence agent and Bond girl in the James Bond film "Quantum of Solace," driven by a personal vendetta against the dictator who murdered her 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: Toni Gonzaga
Triple: [Manalo, hasNotableBearer, Toni Gonzaga]
Generated description
Toni Gonzaga is a Filipino television host, actress, singer, and film producer known for her work in Philippine entertainment and variety shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toni Gonzaga
Target entity description: Toni Gonzaga is a Filipino television host, actress, singer, and film producer known for her work in Philippine entertainment and variety shows.
  • A. Nadine Lustre
    Nadine Lustre is a Filipino actress, singer, and multimedia star best known for her roles in popular Philippine films and television series and her influence in contemporary pop culture.
  • B. Rufa Mae Quinto
    Rufa Mae Quinto is a Filipino actress, comedian, and television host known for her bold comedic style and roles in popular Philippine films and TV shows.
  • C. Eva Noblezada
    Eva Noblezada is a Tony-nominated Filipino-American actress and singer best known for her acclaimed performances in Broadway productions such as Miss Saigon and Hadestown.
  • D. Josie de Guzman
    Josie de Guzman is an American actress best known for her work on stage and screen, including notable performances on Broadway and in television dramas.
  • E. Camille Montes
    Camille Montes is a Bolivian intelligence agent and Bond girl in the James Bond film "Quantum of Solace," driven by a personal vendetta against the dictator who murdered her 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70267dab88190ac8e3f643343bf13 completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ef0465a4819095c34584e8f80739 completed March 29, 2026, 9:21 a.m.
NEDg Description generation batch_69c8ef8e68b88190b30389f7f7482ecd completed March 29, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69c8efc9cdf081908a777a04453a50bc completed March 29, 2026, 9:24 a.m.
Created at: March 27, 2026, 4:03 p.m.