Triple

T15799739
Position Surface form Disambiguated ID Type / Status
Subject Subic Bay Metropolitan Authority E383065 entity
Predicate collaboratesWith P37 FINISHED
Object Philippine Economic Zone Authority
The Philippine Economic Zone Authority is a government agency responsible for promoting investments and managing special economic zones in the Philippines to spur industrial growth and employment.
E1177225 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 Economic Zone Authority | Statement: [Subic Bay Metropolitan Authority, collaboratesWith, Philippine Economic Zone Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philippine Economic Zone Authority
Context triple: [Subic Bay Metropolitan Authority, collaboratesWith, Philippine Economic Zone Authority]
  • A. Philippine Reclamation Authority
    The Philippine Reclamation Authority is a government-owned corporation responsible for planning, regulating, and managing land reclamation and related development projects across the Philippines’ coastal and offshore areas.
  • B. Philippine Ports Authority
    The Philippine Ports Authority is a government-owned corporation in the Philippines responsible for managing, operating, and developing the country’s public seaports and related port facilities.
  • C. Philippine National Construction Corporation
    The Philippine National Construction Corporation is a government-owned and controlled corporation in the Philippines primarily involved in the financing, construction, and operation of major infrastructure projects such as highways and expressways.
  • D. Philippine Export-Import Credit Agency
    The Philippine Export-Import Credit Agency is a government financial institution that provides export credit insurance, guarantees, and related support to promote and protect the country’s international trade activities.
  • E. Luzon International Premiere Airport Development Corporation
    Luzon International Premiere Airport Development Corporation is a private consortium responsible for managing and developing Clark International Airport 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: Philippine Economic Zone Authority
Triple: [Subic Bay Metropolitan Authority, collaboratesWith, Philippine Economic Zone Authority]
Generated description
The Philippine Economic Zone Authority is a government agency responsible for promoting investments and managing special economic zones in the Philippines to spur industrial growth and employment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philippine Economic Zone Authority
Target entity description: The Philippine Economic Zone Authority is a government agency responsible for promoting investments and managing special economic zones in the Philippines to spur industrial growth and employment.
  • A. Philippine Reclamation Authority
    The Philippine Reclamation Authority is a government-owned corporation responsible for planning, regulating, and managing land reclamation and related development projects across the Philippines’ coastal and offshore areas.
  • B. Philippine Ports Authority
    The Philippine Ports Authority is a government-owned corporation in the Philippines responsible for managing, operating, and developing the country’s public seaports and related port facilities.
  • C. Philippine National Construction Corporation
    The Philippine National Construction Corporation is a government-owned and controlled corporation in the Philippines primarily involved in the financing, construction, and operation of major infrastructure projects such as highways and expressways.
  • D. Philippine Export-Import Credit Agency
    The Philippine Export-Import Credit Agency is a government financial institution that provides export credit insurance, guarantees, and related support to promote and protect the country’s international trade activities.
  • E. Luzon International Premiere Airport Development Corporation
    Luzon International Premiere Airport Development Corporation is a private consortium responsible for managing and developing Clark International Airport 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4e135b08190b736e77bac5e2bff completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90b08ab48190892c700f5eb261d8 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff936cbbc8819097958ac02673a474 completed May 9, 2026, 8:05 p.m.
NED2 Entity disambiguation (via description) batch_69ff93ed15ec8190b9361f7ad4c7e447 completed May 9, 2026, 8:07 p.m.
Created at: April 10, 2026, 4:48 a.m.