Triple

T16360966
Position Surface form Disambiguated ID Type / Status
Subject Santa Maria, Bulacan E397307 entity
Predicate belongsTo P35 FINISHED
Object Philippine local government units
Philippine local government units are the administrative and political subdivisions of the Philippines, including provinces, cities, municipalities, and barangays, that manage local governance and public services.
E1068095 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: Philippine local government units | Statement: [Santa Maria, Bulacan, belongsTo, Philippine local government units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philippine local government units
Context triple: [Santa Maria, Bulacan, belongsTo, Philippine local government units]
  • A. Philippine provinces
    Philippine provinces are the primary local government units in the Philippines, each governed by a provincial government headed by a governor and a legislative body, and serving as administrative divisions for regional organization and public service delivery.
  • B. Commonwealth Government of the Philippines
    The Commonwealth Government of the Philippines was the transitional self-governing administration established in 1935 to prepare the Philippines for full independence from the United States.
  • C. Philippine government
    The Philippine government is the national governing authority of the Republic of the Philippines, responsible for administering the country’s political, economic, and social affairs through its executive, legislative, and judicial branches.
  • D. Department of the Interior and Local Government of the Philippines
    The Department of the Interior and Local Government of the Philippines is the executive department responsible for promoting peace and order, ensuring public safety, and strengthening the capabilities of local government units across the country.
  • E. National Regional Development Council System of the Philippines
    The National Regional Development Council System of the Philippines is the country’s primary subnational planning and policy coordination framework, linking regional development councils to national government priorities and programs.
  • 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: Philippine local government units
Triple: [Santa Maria, Bulacan, belongsTo, Philippine local government units]
Generated description
Philippine local government units are the administrative and political subdivisions of the Philippines, including provinces, cities, municipalities, and barangays, that manage local governance and public services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philippine local government units
Target entity description: Philippine local government units are the administrative and political subdivisions of the Philippines, including provinces, cities, municipalities, and barangays, that manage local governance and public services.
  • A. Philippine provinces chosen
    Philippine provinces are the primary local government units in the Philippines, each governed by a provincial government headed by a governor and a legislative body, and serving as administrative divisions for regional organization and public service delivery.
  • B. Commonwealth Government of the Philippines
    The Commonwealth Government of the Philippines was the transitional self-governing administration established in 1935 to prepare the Philippines for full independence from the United States.
  • C. Philippine government
    The Philippine government is the national governing authority of the Republic of the Philippines, responsible for administering the country’s political, economic, and social affairs through its executive, legislative, and judicial branches.
  • D. Department of the Interior and Local Government of the Philippines
    The Department of the Interior and Local Government of the Philippines is the executive department responsible for promoting peace and order, ensuring public safety, and strengthening the capabilities of local government units across the country.
  • E. National Regional Development Council System of the Philippines
    The National Regional Development Council System of the Philippines is the country’s primary subnational planning and policy coordination framework, linking regional development councils to national government priorities and programs.
  • F. None of above.

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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2fad304448190b3f6f0350a1e151d completed April 18, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dbce2508190b655de87f48e841e completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002f8278e48190a1eb1e11616f6cc5 completed May 10, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a002fe676688190b53cb938d7de78c0 completed May 10, 2026, 7:12 a.m.
Created at: April 10, 2026, 5:08 a.m.