Triple

T15799707

Position	Surface form	Disambiguated ID	Type / Status
Subject	Subic Bay Metropolitan Authority	`E383065`	entity
Predicate	jurisdiction	`P82`	FINISHED
Object	Subic Special Economic and Freeport Zone Subic Special Economic and Freeport Zone is a former U.S. naval base in the Philippines transformed into a major freeport and industrial, commercial, and tourism hub offering special economic incentives to investors.	`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 Special Economic and Freeport Zone | Statement: [Subic Bay Metropolitan Authority, jurisdiction, Subic Special Economic and Freeport Zone]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Subic Special Economic and Freeport Zone
Context triple: [Subic Bay Metropolitan Authority, jurisdiction, Subic Special Economic and Freeport Zone]

A. Cavite Export Processing Zone
Cavite Export Processing Zone is a major industrial and export processing hub in the Philippines that hosts numerous manufacturing and electronics companies geared toward international markets.
B. Mactan Export Processing Zone
Mactan Export Processing Zone is a major industrial and export-oriented economic zone in Lapu-Lapu City, Cebu, hosting numerous manufacturing and technology companies.
C. Biyagama Export Processing Zone
Biyagama Export Processing Zone is a major industrial and export-oriented manufacturing hub in Sri Lanka, hosting numerous factories and foreign investment projects.
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. 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.
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 Special Economic and Freeport Zone
Triple: [Subic Bay Metropolitan Authority, jurisdiction, Subic Special Economic and Freeport Zone]

Generated description

Subic Special Economic and Freeport Zone is a former U.S. naval base in the Philippines transformed into a major freeport and industrial, commercial, and tourism hub offering special economic incentives to investors.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Subic Special Economic and Freeport Zone
Target entity description: Subic Special Economic and Freeport Zone is a former U.S. naval base in the Philippines transformed into a major freeport and industrial, commercial, and tourism hub offering special economic incentives to investors.

A. Cavite Export Processing Zone
Cavite Export Processing Zone is a major industrial and export processing hub in the Philippines that hosts numerous manufacturing and electronics companies geared toward international markets.
B. Mactan Export Processing Zone
Mactan Export Processing Zone is a major industrial and export-oriented economic zone in Lapu-Lapu City, Cebu, hosting numerous manufacturing and technology companies.
C. Biyagama Export Processing Zone
Biyagama Export Processing Zone is a major industrial and export-oriented manufacturing hub in Sri Lanka, hosting numerous factories and foreign investment projects.
D. Subic Bay Metropolitan Authority chosen
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. 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.
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_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.