Triple

T4242343
Position Surface form Disambiguated ID Type / Status
Subject Laguna de Bay E95441 entity
Predicate hasManagementAgency P32924 FINISHED
Object Laguna Lake Development Authority E275390 NE FINISHED

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: Laguna Lake Development Authority | Statement: [Laguna de Bay, hasManagementAgency, Laguna Lake Development Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laguna Lake Development Authority
Context triple: [Laguna de Bay, hasManagementAgency, Laguna Lake Development Authority]
  • A. Laguna Lake Development Authority chosen
    The Laguna Lake Development Authority is a Philippine government agency responsible for the sustainable management, development, and environmental protection of the Laguna de Bay region and its watershed.
  • B. Pasig River Rehabilitation Commission
    The Pasig River Rehabilitation Commission is a Philippine government body tasked with restoring, managing, and overseeing the environmental rehabilitation and sustainable development of the Pasig River and its surrounding areas.
  • C. Metropolitan Manila Development Authority
    The Metropolitan Manila Development Authority is a Philippine government agency responsible for planning, regulating, and coordinating services such as traffic management, flood control, and urban development across the National Capital Region.
  • 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. Palawan Council for Sustainable Development
    The Palawan Council for Sustainable Development is a Philippine government body responsible for overseeing and coordinating sustainable development, environmental protection, and resource management policies in the province of Palawan.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e891bc08190831187da4f553f48 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b779a93081909af1abdf664f040f completed March 14, 2026, 7:31 p.m.
Created at: March 12, 2026, 11:05 p.m.