Triple

T12112219
Position Surface form Disambiguated ID Type / Status
Subject Araneta family E288460 entity
Predicate hasNotableMember P304 FINISHED
Object Luis “Chavit” Singson (by marriage ties)
Luis “Chavit” Singson is a prominent Filipino politician and businessman, long-time governor of Ilocos Sur, and influential political kingmaker in the Philippines.
E965405 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: Luis “Chavit” Singson (by marriage ties) | Statement: [Araneta family, hasNotableMember, Luis “Chavit” Singson (by marriage ties)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luis “Chavit” Singson (by marriage ties)
Context triple: [Araneta family, hasNotableMember, Luis “Chavit” Singson (by marriage ties)]
  • A. TUP Lopez
    TUP Lopez is a satellite campus of the Technological University of the Philippines located in Lopez, Quezon, offering technical and engineering-focused higher education programs.
  • B. Carlos “Botong” Francisco
    Carlos “Botong” Francisco was a pioneering Filipino muralist and modernist painter renowned for his dynamic depictions of Philippine history and culture.
  • C. Jaime Lachica Sin
    Jaime Lachica Sin was a prominent Filipino Roman Catholic cardinal and archbishop of Manila known for his influential role in the People Power Revolution that helped restore democracy in the Philippines.
  • D. Eduardo Mendoza
    Eduardo Mendoza is a renowned Spanish novelist celebrated for his humorous and satirical works, and regarded as one of the leading contemporary voices in Spanish literature.
  • E. Guillermo Masangkay
    Guillermo Masangkay was a Filipino revolutionary leader and close associate of Andrés Bonifacio who played a key role in the early stages of the Philippine Revolution against Spanish colonial rule.
  • 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: Luis “Chavit” Singson (by marriage ties)
Triple: [Araneta family, hasNotableMember, Luis “Chavit” Singson (by marriage ties)]
Generated description
Luis “Chavit” Singson is a prominent Filipino politician and businessman, long-time governor of Ilocos Sur, and influential political kingmaker in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luis “Chavit” Singson (by marriage ties)
Target entity description: Luis “Chavit” Singson is a prominent Filipino politician and businessman, long-time governor of Ilocos Sur, and influential political kingmaker in the Philippines.
  • A. TUP Lopez
    TUP Lopez is a satellite campus of the Technological University of the Philippines located in Lopez, Quezon, offering technical and engineering-focused higher education programs.
  • B. Carlos “Botong” Francisco
    Carlos “Botong” Francisco was a pioneering Filipino muralist and modernist painter renowned for his dynamic depictions of Philippine history and culture.
  • C. Jaime Lachica Sin
    Jaime Lachica Sin was a prominent Filipino Roman Catholic cardinal and archbishop of Manila known for his influential role in the People Power Revolution that helped restore democracy in the Philippines.
  • D. Eduardo Mendoza
    Eduardo Mendoza is a renowned Spanish novelist celebrated for his humorous and satirical works, and regarded as one of the leading contemporary voices in Spanish literature.
  • E. Guillermo Masangkay
    Guillermo Masangkay was a Filipino revolutionary leader and close associate of Andrés Bonifacio who played a key role in the early stages of the Philippine Revolution against Spanish colonial rule.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156814148190b47d63a89fcab17c completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f67d58d08190be45fb49f0084b49 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b6769481909d0308c8f77b2ef3 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ebaa448190ba59485d9d7d68d1 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.