Triple

T16397101
Position Surface form Disambiguated ID Type / Status
Subject Subic E398210 entity
Predicate subdivisionType P1828 FINISHED
Object municipality of Zambales
The municipality of Zambales is a local government unit in the Philippine province of Zambales, known for its coastal communities, tourism, and role in regional commerce and governance.
 E1209608 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 Zambales | Statement: [Subic, subdivisionType, municipality of Zambales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: municipality of Zambales
Context triple: [Subic, subdivisionType, municipality of Zambales]
  • A. 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.
  • 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. Province of Zambales
    The Province of Zambales is a coastal province in Central Luzon, Philippines, known for its beaches, coves, and the former U.S. naval base at Subic Bay.
  • D. Provincial Government of Zambales
    The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.
  • E. Municipality of Daanbantayan
    The Municipality of Daanbantayan is a coastal town at the northern tip of Cebu, Philippines, known as a gateway to popular diving and beach destinations in the surrounding islands.
  • 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 Zambales
Triple: [Subic, subdivisionType, municipality of Zambales]
Generated description
The municipality of Zambales is a local government unit in the Philippine province of Zambales, known for its coastal communities, tourism, and role in regional commerce and governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: municipality of Zambales
Target entity description: The municipality of Zambales is a local government unit in the Philippine province of Zambales, known for its coastal communities, tourism, and role in regional commerce and governance.
  • A. 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.
  • 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. Province of Zambales
    The Province of Zambales is a coastal province in Central Luzon, Philippines, known for its beaches, coves, and the former U.S. naval base at Subic Bay.
  • D. Provincial Government of Zambales
    The Provincial Government of Zambales is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Zambales.
  • E. Municipality of Daanbantayan
    The Municipality of Daanbantayan is a coastal town at the northern tip of Cebu, Philippines, known as a gateway to popular diving and beach destinations in the surrounding islands.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e327cb3c708190b64341cb1410ed81 completed April 18, 2026, 6:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00357838a88190be88c51f454be6eb completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a0035ea77dc8190bda37dac2710d0e3 completed May 10, 2026, 7:38 a.m.
NED2 Entity disambiguation (via description) batch_6a0036e53f2c81908f04a5e51870040c completed May 10, 2026, 7:42 a.m.
Created at: April 10, 2026, 5:09 a.m.