Triple

T19028962
Position Surface form Disambiguated ID Type / Status
Subject PNoy E465682 entity
Predicate family P566 FINISHED
Object Cojuangco family
The Cojuangco family is a powerful and influential Filipino political and business clan long involved in national politics, agriculture, and industry.
 E1356119 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: Cojuangco family | Statement: [PNoy, family, Cojuangco family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cojuangco family
Context triple: [PNoy, family, Cojuangco family]
  • A. Quezon family
    The Quezon family is a prominent Filipino political clan best known for producing Manuel L. Quezon, the second President of the Philippines and a key figure in the country’s Commonwealth era.
  • B. Magsaysay family
    The Magsaysay family is a prominent Filipino political clan best known for producing President Ramon Magsaysay and other influential public figures in the Philippines.
  • C. Quirino family
    The Quirino family is a prominent Filipino political and business clan historically influential in media and public affairs in the Philippines.
  • D. Macapagal family
    The Macapagal family is a prominent Filipino political dynasty best known for producing two presidents of the Philippines, Diosdado Macapagal and his daughter Gloria Macapagal Arroyo.
  • E. Aquino family
    The Aquino family is a prominent Filipino political dynasty known for producing influential leaders, including former presidents Corazon C. Aquino and Benigno S. Aquino III, who played key roles in the country’s modern democratic history.
  • 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: Cojuangco family
Triple: [PNoy, family, Cojuangco family]
Generated description
The Cojuangco family is a powerful and influential Filipino political and business clan long involved in national politics, agriculture, and industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cojuangco family
Target entity description: The Cojuangco family is a powerful and influential Filipino political and business clan long involved in national politics, agriculture, and industry.
  • A. Quezon family
    The Quezon family is a prominent Filipino political clan best known for producing Manuel L. Quezon, the second President of the Philippines and a key figure in the country’s Commonwealth era.
  • B. Magsaysay family
    The Magsaysay family is a prominent Filipino political clan best known for producing President Ramon Magsaysay and other influential public figures in the Philippines.
  • C. Quirino family
    The Quirino family is a prominent Filipino political and business clan historically influential in media and public affairs in the Philippines.
  • D. Macapagal family
    The Macapagal family is a prominent Filipino political dynasty best known for producing two presidents of the Philippines, Diosdado Macapagal and his daughter Gloria Macapagal Arroyo.
  • E. Aquino family
    The Aquino family is a prominent Filipino political dynasty known for producing influential leaders, including former presidents Corazon C. Aquino and Benigno S. Aquino III, who played key roles in the country’s modern democratic history.
  • 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_6a05c545b5f8819096301f25fc1d7a75 completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c7b340f0819089dbbd5a6b319f25 completed May 14, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a05c812eba081909a0fcb9dbadbb428 completed May 14, 2026, 1:03 p.m.
Created at: April 10, 2026, 12:02 p.m.