Triple

T18736676
Position Surface form Disambiguated ID Type / Status
Subject Calabarzon E458179 entity
Predicate developmentClassification P73050 FINISHED
Object Calabarzon industrial corridor NE NERFINISHED

How this triple was built (3 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: Calabarzon industrial corridor | Statement: [Calabarzon, developmentClassification, Calabarzon industrial corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Calabarzon industrial corridor
Context triple: [Calabarzon, developmentClassification, Calabarzon industrial corridor]
  • A. 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.
  • B. Ota industrial corridor
    Ota industrial corridor is a major manufacturing and industrial hub in southwestern Nigeria, hosting numerous factories and large-scale commercial enterprises.
  • C. León–Silao industrial corridor
    The León–Silao industrial corridor is a major manufacturing and logistics hub in the Mexican state of Guanajuato, known for its concentration of automotive and export-oriented industries between the cities of León and Silao.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developmentClassification
Context triple: [Calabarzon, developmentClassification, Calabarzon industrial corridor]
  • A. developmentCategory chosen
    Indicates the classification of an entity according to a particular stage, type, or area of development.
  • B. development
    Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
  • C. developmentPillar
    Indicates that one entity serves as a fundamental pillar or core focus area supporting the development or growth of another entity.
  • D. developmentArea
    Indicates the geographic or conceptual region within which development, construction, or growth activities are planned, permitted, or occurring.
  • E. developmentFor
    Indicates that one entity is created, adapted, or advanced specifically for the benefit, use, or purpose of another entity.
  • F. None of above.

Provenance (3 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e57689fa508190ad821d361cba9edf completed April 20, 2026, 12:42 a.m.
PD Predicate disambiguation batch_69e48d03766c8190a43f7681842f4f8d completed April 19, 2026, 8:06 a.m.
Created at: April 10, 2026, 11:51 a.m.