Triple

T16236607
Position Surface form Disambiguated ID Type / Status
Subject Vicente Lukbán E394128 entity
Predicate familyName P18 FINISHED
Object Lukbán
Lukbán is a Filipino surname most notably associated with Vicente Lukbán, a revolutionary general and leader during the Philippine struggle against Spanish and American colonial rule.
 E1204828 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: Lukbán | Statement: [Vicente Lukbán, familyName, Lukbán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lukbán
Context triple: [Vicente Lukbán, familyName, Lukbán]
  • A. Kapangan
    Kapangan is a rural municipality in the mountainous province of Benguet in the Philippines, known for its cool climate, highland farms, and scenic Cordillera landscapes.
  • B. Kabuntalan
    Kabuntalan is a municipality in the province of Maguindanao del Norte in the Philippines, known for its location along the Rio Grande de Mindanao and its predominantly Maguindanaon population.
  • C. Bansalan
    Bansalan is a municipality in the province of Davao del Sur in the Philippines, known for its agricultural economy and rural communities.
  • D. Nabunturan
    Nabunturan is a landlocked municipality in the Philippines known as the administrative and commercial center of the province of Davao de Oro on Mindanao island.
  • E. Dinalupihan
    Dinalupihan is a landlocked municipality in the province of Bataan in the Philippines, known for its agricultural economy and strategic location as a gateway between Central Luzon and the Bataan Peninsula.
  • 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: Lukbán
Triple: [Vicente Lukbán, familyName, Lukbán]
Generated description
Lukbán is a Filipino surname most notably associated with Vicente Lukbán, a revolutionary general and leader during the Philippine struggle against Spanish and American colonial rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lukbán
Target entity description: Lukbán is a Filipino surname most notably associated with Vicente Lukbán, a revolutionary general and leader during the Philippine struggle against Spanish and American colonial rule.
  • A. Kapangan
    Kapangan is a rural municipality in the mountainous province of Benguet in the Philippines, known for its cool climate, highland farms, and scenic Cordillera landscapes.
  • B. Kabuntalan
    Kabuntalan is a municipality in the province of Maguindanao del Norte in the Philippines, known for its location along the Rio Grande de Mindanao and its predominantly Maguindanaon population.
  • C. Bansalan
    Bansalan is a municipality in the province of Davao del Sur in the Philippines, known for its agricultural economy and rural communities.
  • D. Nabunturan
    Nabunturan is a landlocked municipality in the Philippines known as the administrative and commercial center of the province of Davao de Oro on Mindanao island.
  • E. Dinalupihan
    Dinalupihan is a landlocked municipality in the province of Bataan in the Philippines, known for its agricultural economy and strategic location as a gateway between Central Luzon and the Bataan Peninsula.
  • 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2455abc608190ba3308c15c9e8a23 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001f8ae4288190b59e4af3e3d95000 completed May 10, 2026, 6:02 a.m.
NEDg Description generation batch_6a00203a93c4819080e5e1c5b345ba77 completed May 10, 2026, 6:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0020bcdb388190be736469d1b78af8 completed May 10, 2026, 6:07 a.m.
Created at: April 10, 2026, 5:04 a.m.