Triple

T21265944
Position Surface form Disambiguated ID Type / Status
Subject Subic–Clark–Tarlac Expressway E524126 entity
Predicate isInCorridor P85888 FINISHED
Object Subic–Clark–Tarlac growth corridor NE NERFINISHED

How this triple was built (2 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–Clark–Tarlac growth corridor | Statement: [Subic–Clark–Tarlac Expressway, isInCorridor, Subic–Clark–Tarlac growth corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subic–Clark–Tarlac growth corridor
Context triple: [Subic–Clark–Tarlac Expressway, isInCorridor, Subic–Clark–Tarlac growth corridor]
  • A. Bataan Peninsula urban corridor
    The Bataan Peninsula urban corridor is a developing metropolitan area in the province of Bataan, Philippines, characterized by a chain of growing cities and municipalities along key transport routes and coastal zones.
  • B. Luzon economic corridor chosen
    The Luzon economic corridor is a major development initiative in the Philippines that links key growth centers and infrastructure hubs on Luzon island to promote trade, investment, and regional connectivity.
  • C. Mindanao northern corridor
    Mindanao northern corridor is a key economic and transportation belt in northern Mindanao, Philippines, linking major urban centers, ports, and industrial zones across the region.
  • D. Manila–Puerto Princesa
    Manila–Puerto Princesa is a domestic flight route in the Philippines connecting the capital city of Manila with the popular tourist destination of Puerto Princesa in Palawan.
  • E. Manila–Cebu
    Manila–Cebu is a major domestic air route in the Philippines connecting the capital city of Manila with the central Visayan hub of Cebu.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0b5156d7881909bd4f83676590715 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e735ebe09081909f74301e91b4d3d7 completed April 21, 2026, 8:31 a.m.
Created at: April 16, 2026, 4 p.m.