Triple

T4300424
Position Surface form Disambiguated ID Type / Status
Subject Corazon C. Aquino E99820 entity
Predicate placeOfBirth P1 FINISHED
Object Paniqui, Tarlac, Philippines
Paniqui is a municipality in the province of Tarlac in the Philippines, best known as the birthplace of former President Corazon C. Aquino.
E428574 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: Paniqui, Tarlac, Philippines | Statement: [Corazon C. Aquino, placeOfBirth, Paniqui, Tarlac, Philippines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paniqui, Tarlac, Philippines
Context triple: [Corazon C. Aquino, placeOfBirth, Paniqui, Tarlac, Philippines]
  • A. Tanauan, Batangas, Philippines
    Tanauan is a historic city in the province of Batangas in the Philippines, known as the birthplace of former President Jose P. Laurel and for its role in the country’s political and cultural history.
  • B. Palanan, Isabela, Philippines
    Palanan, Isabela, Philippines is a remote coastal municipality in northeastern Luzon historically known as the site where Philippine revolutionary leader Emilio Aguinaldo was captured in 1901.
  • C. Olongapo, Philippines
    Olongapo is a coastal city in the Philippines known for its history as the site of the former U.S. Subic Bay Naval Base and its role as a commercial and tourism hub in Central Luzon.
  • D. Los Baños, Laguna, Philippines
    Los Baños, Laguna, Philippines is a university town and science hub on the island of Luzon known for its agricultural research institutions, hot springs, and proximity to Mount Makiling.
  • E. Pulilan
    Pulilan is a municipality in the province of Bulacan in the Philippines, known for its agricultural economy and the annual Kneeling Carabao Festival honoring San Isidro Labrador.
  • 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: Paniqui, Tarlac, Philippines
Triple: [Corazon C. Aquino, placeOfBirth, Paniqui, Tarlac, Philippines]
Generated description
Paniqui is a municipality in the province of Tarlac in the Philippines, best known as the birthplace of former President Corazon C. Aquino.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paniqui, Tarlac, Philippines
Target entity description: Paniqui is a municipality in the province of Tarlac in the Philippines, best known as the birthplace of former President Corazon C. Aquino.
  • A. Tanauan, Batangas, Philippines
    Tanauan is a historic city in the province of Batangas in the Philippines, known as the birthplace of former President Jose P. Laurel and for its role in the country’s political and cultural history.
  • B. Palanan, Isabela, Philippines
    Palanan, Isabela, Philippines is a remote coastal municipality in northeastern Luzon historically known as the site where Philippine revolutionary leader Emilio Aguinaldo was captured in 1901.
  • C. Olongapo, Philippines
    Olongapo is a coastal city in the Philippines known for its history as the site of the former U.S. Subic Bay Naval Base and its role as a commercial and tourism hub in Central Luzon.
  • D. Los Baños, Laguna, Philippines
    Los Baños, Laguna, Philippines is a university town and science hub on the island of Luzon known for its agricultural research institutions, hot springs, and proximity to Mount Makiling.
  • E. Pulilan
    Pulilan is a municipality in the province of Bulacan in the Philippines, known for its agricultural economy and the annual Kneeling Carabao Festival honoring San Isidro Labrador.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3509e8cb481909ccca7992aac31a3 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c74a1a7c8190a69a82a8a2a38db9 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7d04508819087b14c5c86f1e015 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c84ccea08190a8e7e8fa93934ea2 completed March 14, 2026, 8:42 p.m.
Created at: March 12, 2026, 11:08 p.m.