Triple

T19029022
Position Surface form Disambiguated ID Type / Status
Subject Aquino family E465684 entity
Predicate hasNotableMember P304 FINISHED
Object Peping Cojuangco
Peping Cojuangco is a Filipino politician and sports official from the influential Cojuangco-Aquino clan, known for his leadership in the Philippine Olympic Committee and involvement in national politics.
E1394011 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: Peping Cojuangco | Statement: [Aquino family, hasNotableMember, Peping Cojuangco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peping Cojuangco
Context triple: [Aquino family, hasNotableMember, Peping Cojuangco]
  • A. Bing Pimentel
    Bing Pimentel is a Filipino actress known for her role in the acclaimed historical film "Heneral Luna."
  • B. Mark Cojuangco
    Mark Cojuangco is a Filipino politician and member of the influential Cojuangco family, known for his roles in the Philippine House of Representatives and his advocacy for nuclear energy development in the country.
  • C. Eduardo Cojuangco Jr.
    Eduardo Cojuangco Jr. was a powerful Filipino businessman and politician best known as the longtime chairman of San Miguel Corporation and a key ally of former President Ferdinand Marcos.
  • D. Jinggoy Ejercito Estrada
    Jinggoy Ejercito Estrada is a Filipino politician and actor who has served as a senator of the Philippines and is the son of former president Joseph Estrada.
  • E. Lorenzo Sumulong
    Lorenzo Sumulong was a prominent Filipino politician and diplomat who served for decades in the Philippine Senate and represented the country in key international forums.
  • 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: Peping Cojuangco
Triple: [Aquino family, hasNotableMember, Peping Cojuangco]
Generated description
Peping Cojuangco is a Filipino politician and sports official from the influential Cojuangco-Aquino clan, known for his leadership in the Philippine Olympic Committee and involvement in national politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peping Cojuangco
Target entity description: Peping Cojuangco is a Filipino politician and sports official from the influential Cojuangco-Aquino clan, known for his leadership in the Philippine Olympic Committee and involvement in national politics.
  • A. Bing Pimentel
    Bing Pimentel is a Filipino actress known for her role in the acclaimed historical film "Heneral Luna."
  • B. Mark Cojuangco
    Mark Cojuangco is a Filipino politician and member of the influential Cojuangco family, known for his roles in the Philippine House of Representatives and his advocacy for nuclear energy development in the country.
  • C. Eduardo Cojuangco Jr.
    Eduardo Cojuangco Jr. was a powerful Filipino businessman and politician best known as the longtime chairman of San Miguel Corporation and a key ally of former President Ferdinand Marcos.
  • D. Jinggoy Ejercito Estrada
    Jinggoy Ejercito Estrada is a Filipino politician and actor who has served as a senator of the Philippines and is the son of former president Joseph Estrada.
  • E. Lorenzo Sumulong
    Lorenzo Sumulong was a prominent Filipino politician and diplomat who served for decades in the Philippine Senate and represented the country in key international forums.
  • 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d73ec9088190a98e214bd56e8622 completed April 20, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07bd4965b48190b360682c738a31ef completed May 16, 2026, 12:41 a.m.
NEDg Description generation batch_6a07be65daf88190a0ed2b6f8075141a completed May 16, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a07bf1be9648190bac752e8a6ca12bc completed May 16, 2026, 12:49 a.m.
Created at: April 10, 2026, 12:02 p.m.