Triple

T18349326
Position Surface form Disambiguated ID Type / Status
Subject Lubao, Pampanga, Philippine Islands E439622 entity
Predicate governedBy P46 FINISHED
Object Municipal Government of Lubao
The Municipal Government of Lubao is the local administrative body responsible for governing and providing public services to the municipality of Lubao in Pampanga, Philippines.
 E1319599 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: Municipal Government of Lubao | Statement: [Lubao, Pampanga, Philippine Islands, governedBy, Municipal Government of Lubao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Municipal Government of Lubao
Context triple: [Lubao, Pampanga, Philippine Islands, governedBy, Municipal Government of Lubao]
  • A. Municipal Council of Lubao
    The Municipal Council of Lubao is the local legislative body responsible for creating ordinances, resolutions, and policies governing the municipality of Lubao.
  • B. Municipal Government of Laoang
    The Municipal Government of Laoang is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Laoang in the Philippines.
  • C. Municipal Government of Pambujan
    The Municipal Government of Pambujan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Pambujan.
  • D. Municipal Government of Malabuyoc
    The Municipal Government of Malabuyoc is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Malabuyoc in the Philippines.
  • E. Municipal Government of Licab
    The Municipal Government of Licab is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Licab in the Philippines.
  • 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: Municipal Government of Lubao
Triple: [Lubao, Pampanga, Philippine Islands, governedBy, Municipal Government of Lubao]
Generated description
The Municipal Government of Lubao is the local administrative body responsible for governing and providing public services to the municipality of Lubao in Pampanga, Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Municipal Government of Lubao
Target entity description: The Municipal Government of Lubao is the local administrative body responsible for governing and providing public services to the municipality of Lubao in Pampanga, Philippines.
  • A. Municipal Council of Lubao
    The Municipal Council of Lubao is the local legislative body responsible for creating ordinances, resolutions, and policies governing the municipality of Lubao.
  • B. Municipal Government of Laoang
    The Municipal Government of Laoang is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Laoang in the Philippines.
  • C. Municipal Government of Pambujan
    The Municipal Government of Pambujan is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Pambujan.
  • D. Municipal Government of Malabuyoc
    The Municipal Government of Malabuyoc is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Malabuyoc in the Philippines.
  • E. Municipal Government of Licab
    The Municipal Government of Licab is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Licab in the Philippines.
  • 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_69d8b9175fec8190af865699b4e64d8c completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e514f66a4c8190a0ba53d3b349178a completed April 19, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc28b80c8190819b989478bb62bd completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03cd1858c481909f78fb1a4c27437c completed May 13, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_6a03ce9e3dd08190b912fe9e9f552053 completed May 13, 2026, 1:06 a.m.
Created at: April 10, 2026, 10:37 a.m.