Triple

T3705238
Position Surface form Disambiguated ID Type / Status
Subject Subic Bay E80874 entity
Predicate governedBy P46 FINISHED
Object Subic Bay Metropolitan Authority
The Subic Bay Metropolitan Authority is a Philippine government agency responsible for managing and developing the Subic Bay Freeport Zone as an economic and investment hub.
E383065 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: Subic Bay Metropolitan Authority | Statement: [Subic Bay, governedBy, Subic Bay Metropolitan Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subic Bay Metropolitan Authority
Context triple: [Subic Bay, governedBy, Subic Bay Metropolitan Authority]
  • A. Subic Bay
    Subic Bay is a deep, strategically important bay on the western coast of Luzon in the Philippines, historically known for its major U.S. naval base and now a key commercial and industrial hub.
  • B. 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.
  • C. Taguig
    Taguig is a highly urbanized city in Metro Manila in the Philippines, known for the Bonifacio Global City (BGC) business district and rapid commercial and residential development.
  • D. Metropolitan Manila Development Authority
    The Metropolitan Manila Development Authority is a Philippine government agency responsible for planning, regulating, and coordinating services such as traffic management, flood control, and urban development across the National Capital Region.
  • E. Port of Mariveles
    The Port of Mariveles is a key maritime gateway and commercial harbor located in Mariveles, serving as one of the primary ports in the province of Bataan 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: Subic Bay Metropolitan Authority
Triple: [Subic Bay, governedBy, Subic Bay Metropolitan Authority]
Generated description
The Subic Bay Metropolitan Authority is a Philippine government agency responsible for managing and developing the Subic Bay Freeport Zone as an economic and investment hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subic Bay Metropolitan Authority
Target entity description: The Subic Bay Metropolitan Authority is a Philippine government agency responsible for managing and developing the Subic Bay Freeport Zone as an economic and investment hub.
  • A. Subic Bay
    Subic Bay is a deep, strategically important bay on the western coast of Luzon in the Philippines, historically known for its major U.S. naval base and now a key commercial and industrial hub.
  • B. 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.
  • C. Taguig
    Taguig is a highly urbanized city in Metro Manila in the Philippines, known for the Bonifacio Global City (BGC) business district and rapid commercial and residential development.
  • D. Metropolitan Manila Development Authority
    The Metropolitan Manila Development Authority is a Philippine government agency responsible for planning, regulating, and coordinating services such as traffic management, flood control, and urban development across the National Capital Region.
  • E. Port of Mariveles
    The Port of Mariveles is a key maritime gateway and commercial harbor located in Mariveles, serving as one of the primary ports in the province of Bataan 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54bbfcc8190bec9c16e3749c3b1 completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdfada708190ba6ae04bad52bb2b completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4d2be3be4819082c9627099b78e32 completed March 14, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69b4d395336881908a942dd408560a81 completed March 14, 2026, 3:18 a.m.
Created at: March 8, 2026, 3:33 p.m.