Triple

T22542647
Position Surface form Disambiguated ID Type / Status
Subject Guaro E557333 entity
Predicate inferredFrom P1661 FINISHED
Object user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region." 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: user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region." | Statement: [Guaro, inferredFrom, user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."
Context triple: [Guaro, inferredFrom, user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."]
  • A. Gurabo municipality
    Gurabo municipality is an administrative region in Puerto Rico known for encompassing the town of Gurabo and its surrounding barrios, including Gurabo barrio-pueblo.
  • B. Municipality of Guasca
    The Municipality of Guasca is a Colombian Andean town in the department of Cundinamarca, known for its rural landscapes, cool climate, and proximity to important natural and water resources.
  • C. municipality of Gurabo
    The municipality of Gurabo is an administrative and political subdivision of Puerto Rico known for its suburban communities, local commerce, and role within the island’s central-eastern region.
  • D. Badiraguato Municipality
    Badiraguato Municipality is a rural municipality in the state of Sinaloa, Mexico, known for its mountainous terrain in the Sierra Madre Occidental and as the birthplace of several notorious drug cartel figures.
  • E. Municipality of Gualaquiza
    The Municipality of Gualaquiza is the local government authority responsible for administering public services, development, and regulations in the city and canton of Gualaquiza in Ecuador.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: user description: "Guaro is a small locality within Cueto Municipality, likely a rural community in a Spanish-speaking region."
Target entity description: Guaro is a small rural locality in the municipality of Cueto, situated in a Spanish-speaking region.
  • A. Gurabo municipality
    Gurabo municipality is an administrative region in Puerto Rico known for encompassing the town of Gurabo and its surrounding barrios, including Gurabo barrio-pueblo.
  • B. Municipality of Guasca
    The Municipality of Guasca is a Colombian Andean town in the department of Cundinamarca, known for its rural landscapes, cool climate, and proximity to important natural and water resources.
  • C. municipality of Gurabo
    The municipality of Gurabo is an administrative and political subdivision of Puerto Rico known for its suburban communities, local commerce, and role within the island’s central-eastern region.
  • D. Badiraguato Municipality
    Badiraguato Municipality is a rural municipality in the state of Sinaloa, Mexico, known for its mountainous terrain in the Sierra Madre Occidental and as the birthplace of several notorious drug cartel figures.
  • E. Municipality of Gualaquiza
    The Municipality of Gualaquiza is the local government authority responsible for administering public services, development, and regulations in the city and canton of Gualaquiza in Ecuador.
  • F. None of above. chosen

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_69e11e58662081909ae346ab384514ca completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f330a40819098df6a9b0f27635e completed April 29, 2026, 1:30 a.m.
Created at: April 16, 2026, 8:51 p.m.