Triple

T13980916
Position Surface form Disambiguated ID Type / Status
Subject Heart of Bicol E336307 entity
Predicate hasEconomicAssociationWith P9483 FINISHED
Object Naga City central business district E67022 NE FINISHED

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: Naga City central business district | Statement: [Heart of Bicol, hasEconomicAssociationWith, Naga City central business district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naga City central business district
Context triple: [Heart of Bicol, hasEconomicAssociationWith, Naga City central business district]
  • A. Naga City
    Naga City is a component city in the province of Cebu in the Philippines, known for its industrial activities and coastal location in the central Visayas region.
  • B. Naga City chosen
    Naga City is a major urban center in the Bicol Region of the Philippines, known as a cultural, religious, and educational hub.
  • C. Makati Central Business District
    Makati Central Business District is the primary financial and commercial hub of Metro Manila, known for its concentration of corporate headquarters, upscale malls, and high-rise office towers.
  • D. New Clark City
    New Clark City is a planned, modern Philippine metropolis designed to serve as a disaster-resilient, sustainable alternative capital and major economic hub in Central Luzon.
  • E. Quiapo, Manila
    Quiapo, Manila is a historic district in the heart of Manila known for the Quiapo Church, the Black Nazarene devotion, and its bustling markets and street commerce.
  • 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: hasEconomicAssociationWith
Context triple: [Heart of Bicol, hasEconomicAssociationWith, Naga City central business district]
  • A. isLinkedEconomicallyTo chosen
    Indicates that two entities are connected through economic relationships such as trade, investment, financial flows, or shared market dependencies.
  • B. hasEconomicOrganization
    Indicates that an entity possesses, is associated with, or participates in a specific economic organization or institutional economic structure.
  • C. hasEconomicActor
    Indicates that an entity participates in or influences an economic activity, process, or system in the role of an economic actor.
  • D. associatedWithEconomicSector
    Indicates that an entity has a connection or involvement with a particular economic sector, such as operating, participating, or being relevant within that sector.
  • E. isAssociatedWith
    Indicates that there exists a connection, relationship, or involvement between two entities without specifying its exact nature.
  • F. None of above.

Provenance (4 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ea10dc88190b9720919a021e570 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e5f2008190a0701ae37ed5219d completed May 6, 2026, 8:17 p.m.
PD Predicate disambiguation batch_69dd465a21408190b912a42c50ffa0d9 completed April 13, 2026, 7:39 p.m.
Created at: April 9, 2026, 10:18 p.m.