Triple

T27382506
Position Surface form Disambiguated ID Type / Status
Subject Río Torres E691272 entity
Predicate hasEnvironmentalManagementChallenge P171766 FINISHED
Object wastewater treatment LITERAL 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: wastewater treatment | Statement: [Río Torres, hasEnvironmentalManagementChallenge, wastewater treatment]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEnvironmentalManagementChallenge
Context triple: [Río Torres, hasEnvironmentalManagementChallenge, wastewater treatment]
  • A. environmentalManagementBy
    Indicates that one entity is responsible for planning, controlling, or overseeing environmental practices, policies, or impacts affecting another entity or context.
  • B. hasEnvironmentalResponsibility
    Indicates that an entity bears a duty or obligation to protect, preserve, or minimize harm to the environment in relation to another entity, activity, or context.
  • C. hasEnvironmentalManagementPlan
    Indicates that an entity has established and maintains a formal plan for managing, monitoring, and mitigating its environmental impacts.
  • D. hasEnvironmentalQuality
    Indicates that something possesses a particular environmental characteristic, condition, or attribute.
  • E. hasEnvironmentalMitigation
    Indicates that an entity has associated measures, actions, or features intended to reduce, offset, or manage its negative environmental impacts.
  • F. None of above. chosen

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_69ef52022538819081f873d0c84a6dd6 completed April 27, 2026, 12:09 p.m.
NER Named-entity recognition batch_69f6a28c7c148190bfc980aad9f678ca completed May 3, 2026, 1:19 a.m.
PD Predicate disambiguation batch_69f69fe1e3c88190830bb2e9f407357e completed May 3, 2026, 1:07 a.m.
PDg Predicate description generation batch_69f6a28b8ea881908733485374771c51 completed May 3, 2026, 1:19 a.m.
Created at: April 27, 2026, 12:23 p.m.