Triple

T16815328
Position Surface form Disambiguated ID Type / Status
Subject Laoag E408728 entity
Predicate governingBody P46 FINISHED
Object Laoag City Government
Laoag City Government is the local administrative authority responsible for managing public services, development programs, and governance within the city of Laoag in the Philippines.
 E1234965 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: Laoag City Government | Statement: [Laoag, governingBody, Laoag City Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laoag City Government
Context triple: [Laoag, governingBody, Laoag City Government]
  • A. Provincial Government of Laguna
    The Provincial Government of Laguna is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Laguna.
  • B. Baguio City Government
    Baguio City Government is the local administrative authority responsible for managing public services, development, and governance in the city of Baguio in the Philippines.
  • C. Cagayan de Oro City Government
    Cagayan de Oro City Government is the local administrative authority responsible for governing and managing public services, development, and regulations in Cagayan de Oro City in the Philippines.
  • D. 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.
  • E. Provincial Government of Apayao
    The Provincial Government of Apayao is the local governing body responsible for administering public services, development programs, and policy implementation within the Philippine province of Apayao.
  • 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: Laoag City Government
Triple: [Laoag, governingBody, Laoag City Government]
Generated description
Laoag City Government is the local administrative authority responsible for managing public services, development programs, and governance within the city of Laoag in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laoag City Government
Target entity description: Laoag City Government is the local administrative authority responsible for managing public services, development programs, and governance within the city of Laoag in the Philippines.
  • A. Provincial Government of Laguna
    The Provincial Government of Laguna is the local governing body responsible for administering public services, development programs, and policy implementation across the Philippine province of Laguna.
  • B. Baguio City Government
    Baguio City Government is the local administrative authority responsible for managing public services, development, and governance in the city of Baguio in the Philippines.
  • C. Cagayan de Oro City Government
    Cagayan de Oro City Government is the local administrative authority responsible for governing and managing public services, development, and regulations in Cagayan de Oro City in the Philippines.
  • D. 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.
  • E. Provincial Government of Apayao
    The Provincial Government of Apayao is the local governing body responsible for administering public services, development programs, and policy implementation within the Philippine province of Apayao.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e0e05081908bd5eaa64abe133d completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2946ddc81908b1e7c662dc943ff completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b3aafac08190b3e0181780f45392 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b466ecd08190b7b5ee54476631ab completed May 10, 2026, 4:37 p.m.
Created at: April 10, 2026, 5:23 a.m.