Triple

T4781608
Position Surface form Disambiguated ID Type / Status
Subject Rodrigo Duterte E106178 entity
Predicate memberOfPoliticalParty P10 FINISHED
Object Hugpong ng Pagbabago
Hugpong ng Pagbabago is a regional political party in the Philippines founded and led by Sara Duterte, influential in Davao and national coalition politics.
E470810 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: Hugpong ng Pagbabago | Statement: [Rodrigo Duterte, memberOfPoliticalParty, Hugpong ng Pagbabago]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugpong ng Pagbabago
Context triple: [Rodrigo Duterte, memberOfPoliticalParty, Hugpong ng Pagbabago]
  • A. Liberal Party of the Philippines
    The Liberal Party of the Philippines is a major centrist to liberal political party that has played a significant role in the country’s postwar politics and democratic movements.
  • B. Partido ng Masang Pilipino
    Partido ng Masang Pilipino is a Philippine political party founded and led by former president Joseph Estrada, known for its populist, pro-poor platform.
  • C. Kabataang Makabayan
    Kabataang Makabayan is a militant left-wing youth organization in the Philippines known for its role in student activism and the broader national democratic movement.
  • D. National Democratic Front of the Philippines
    The National Democratic Front of the Philippines is a coalition of revolutionary organizations that serves as the main political united front allied with the Communist Party of the Philippines in its armed and legal struggle against the Philippine government.
  • E. Kilusang Bagong Lipunan
    Kilusang Bagong Lipunan is a Philippine political party founded during the martial law era that served as the primary vehicle for Ferdinand Marcos’s authoritarian rule and policies.
  • 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: Hugpong ng Pagbabago
Triple: [Rodrigo Duterte, memberOfPoliticalParty, Hugpong ng Pagbabago]
Generated description
Hugpong ng Pagbabago is a regional political party in the Philippines founded and led by Sara Duterte, influential in Davao and national coalition politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugpong ng Pagbabago
Target entity description: Hugpong ng Pagbabago is a regional political party in the Philippines founded and led by Sara Duterte, influential in Davao and national coalition politics.
  • A. Liberal Party of the Philippines
    The Liberal Party of the Philippines is a major centrist to liberal political party that has played a significant role in the country’s postwar politics and democratic movements.
  • B. Partido ng Masang Pilipino
    Partido ng Masang Pilipino is a Philippine political party founded and led by former president Joseph Estrada, known for its populist, pro-poor platform.
  • C. Kabataang Makabayan
    Kabataang Makabayan is a militant left-wing youth organization in the Philippines known for its role in student activism and the broader national democratic movement.
  • D. National Democratic Front of the Philippines
    The National Democratic Front of the Philippines is a coalition of revolutionary organizations that serves as the main political united front allied with the Communist Party of the Philippines in its armed and legal struggle against the Philippine government.
  • E. Kilusang Bagong Lipunan
    Kilusang Bagong Lipunan is a Philippine political party founded during the martial law era that served as the primary vehicle for Ferdinand Marcos’s authoritarian rule and policies.
  • 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_69bd43f3074c8190937e7b0a457fe9f1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65abd0a08190937102c44d102f12 completed March 20, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43d371b081908142e6d66780e0f0 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be46f9aa048190a5d0ada90ee57451 completed March 21, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69be481013c08190b36304044a16c5f4 completed March 21, 2026, 7:26 a.m.
Created at: March 20, 2026, 1:21 p.m.