Triple

T18217426
Position Surface form Disambiguated ID Type / Status
Subject Olongapo City E436198 entity
Predicate borderedBy P224 FINISHED
Object Subic Bay Freeport Zone
Subic Bay Freeport Zone is a former U.S. naval base in the Philippines that has been transformed into a major freeport and special economic zone known for its industrial facilities, logistics hub, and tourism attractions.
E383064 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 Freeport Zone | Statement: [Olongapo City, borderedBy, Subic Bay Freeport Zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subic Bay Freeport Zone
Context triple: [Olongapo City, borderedBy, Subic Bay Freeport Zone]
  • 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. Subic
    Subic is a coastal municipality in the province of Zambales in the Philippines, known for its proximity to Subic Bay and its role in regional trade and tourism.
  • C. Port of Subic
    Port of Subic is a major international seaport and freeport zone in the Philippines that serves as a key hub for maritime trade, logistics, and industrial activities in the Subic Bay area.
  • D. 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.
  • E. Bataan Export Processing Zone
    Bataan Export Processing Zone was one of the Philippines’ earliest and most prominent special economic zones, established in Bataan to attract export-oriented industries and foreign investment.
  • 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 Freeport Zone
Triple: [Olongapo City, borderedBy, Subic Bay Freeport Zone]
Generated description
Subic Bay Freeport Zone is a former U.S. naval base in the Philippines that has been transformed into a major freeport and special economic zone known for its industrial facilities, logistics hub, and tourism attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subic Bay Freeport Zone
Target entity description: Subic Bay Freeport Zone is a former U.S. naval base in the Philippines that has been transformed into a major freeport and special economic zone known for its industrial facilities, logistics hub, and tourism attractions.
  • 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. Subic
    Subic is a coastal municipality in the province of Zambales in the Philippines, known for its proximity to Subic Bay and its role in regional trade and tourism.
  • C. Port of Subic chosen
    Port of Subic is a major international seaport and freeport zone in the Philippines that serves as a key hub for maritime trade, logistics, and industrial activities in the Subic Bay area.
  • D. 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.
  • E. Bataan Export Processing Zone
    Bataan Export Processing Zone was one of the Philippines’ earliest and most prominent special economic zones, established in Bataan to attract export-oriented industries and foreign investment.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e4782db4819093baee57f34be490 completed April 19, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb46f9048190b5d95b32e1a92703 completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbe8e5148190ac3f0c247455cac0 completed May 12, 2026, 11:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03bc66f81c8190bd47405d92e6547e completed May 12, 2026, 11:48 p.m.
Created at: April 10, 2026, 10:32 a.m.