Triple

T16072157
Position Surface form Disambiguated ID Type / Status
Subject Minalin E389889 entity
Predicate subdivisionType P1828 FINISHED
Object municipality of Pampanga
The municipality of Pampanga is a local government unit in the Philippine province of Pampanga, known for its rich Kapampangan culture, cuisine, and historical significance in Central Luzon.
E1192437 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: municipality of Pampanga | Statement: [Minalin, subdivisionType, municipality of Pampanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipality of Pampanga
Context triple: [Minalin, subdivisionType, municipality of Pampanga]
  • A. Province of Pampanga
    The Province of Pampanga is a landlocked region in Central Luzon, Philippines, known as a major culinary center and economic hub with a strong history of trade, agriculture, and industry.
  • B. municipality of Capiz
    The municipality of Capiz is a local government unit in the Philippine province of Capiz, responsible for administering the town of Jamindan and surrounding communities.
  • C. Provincial Government of Pampanga
    The Provincial Government of Pampanga is the local government authority responsible for administering the province of Pampanga in the Philippines, including its public services, development programs, and provincial policies.
  • D. Municipality of Gregorio del Pilar, Ilocos Sur
    The Municipality of Gregorio del Pilar in Ilocos Sur is a small, historic town in the Philippines named in honor of national hero General Gregorio del Pilar and known for its role in the Philippine–American War.
  • E. Angeles City, Pampanga, Philippines
    Angeles City, located in the province of Pampanga in the Philippines, is a highly urbanized city known for its rich Kapampangan culture, culinary heritage, and history as a former U.S. air base host.
  • 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: municipality of Pampanga
Triple: [Minalin, subdivisionType, municipality of Pampanga]
Generated description
The municipality of Pampanga is a local government unit in the Philippine province of Pampanga, known for its rich Kapampangan culture, cuisine, and historical significance in Central Luzon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: municipality of Pampanga
Target entity description: The municipality of Pampanga is a local government unit in the Philippine province of Pampanga, known for its rich Kapampangan culture, cuisine, and historical significance in Central Luzon.
  • A. Province of Pampanga
    The Province of Pampanga is a landlocked region in Central Luzon, Philippines, known as a major culinary center and economic hub with a strong history of trade, agriculture, and industry.
  • B. municipality of Capiz
    The municipality of Capiz is a local government unit in the Philippine province of Capiz, responsible for administering the town of Jamindan and surrounding communities.
  • C. Provincial Government of Pampanga
    The Provincial Government of Pampanga is the local government authority responsible for administering the province of Pampanga in the Philippines, including its public services, development programs, and provincial policies.
  • D. Municipality of Gregorio del Pilar, Ilocos Sur
    The Municipality of Gregorio del Pilar in Ilocos Sur is a small, historic town in the Philippines named in honor of national hero General Gregorio del Pilar and known for its role in the Philippine–American War.
  • E. Angeles City, Pampanga, Philippines
    Angeles City, located in the province of Pampanga in the Philippines, is a highly urbanized city known for its rich Kapampangan culture, culinary heritage, and history as a former U.S. air base host.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183bf6c488190b0099a00f13f2a69 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe484cef08190a3797c91a7025081 completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe67043588190864864d40956682b completed May 10, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ffe6f510cc8190b6b8c46c0356d36a completed May 10, 2026, 2:01 a.m.
Created at: April 10, 2026, 4:57 a.m.