Triple

T542972
Position Surface form Disambiguated ID Type / Status
Subject Kuna language E12670 entity
Predicate spokenIn P2266 FINISHED
Object Darién Province
Darién Province is a sparsely populated, biodiverse region in eastern Panama known for its dense rainforests, indigenous communities, and the Darién Gap that interrupts the Pan-American Highway.
 E70885 NE FINISHED

How this triple was built (4 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: Darién Province | Statement: [Kuna language, spokenIn, Darién Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darién Province
Context triple: [Kuna language, spokenIn, Darién Province]
  • A. Bolívar Province
    Bolívar Province is an inland administrative region in central Ecuador, known for its Andean highland landscapes and agricultural economy.
  • B. Veraguas Province
    Veraguas Province is a region in western Panama known for its mix of Pacific and Caribbean coastlines, mountainous interior, and the provincial capital Santiago de Veraguas.
  • C. Panamá Province
    Panamá Province is a central administrative region of Panama that includes the nation’s capital, Panama City, and serves as the country’s main political and economic hub.
  • D. Pastaza Province
    Pastaza Province is a large, sparsely populated region in eastern Ecuador within the Amazon rainforest, known for its rich biodiversity and significant Indigenous communities, including the Shuar.
  • E. Morona-Santiago Province
    Morona-Santiago Province is a largely Amazonian region in southeastern Ecuador known for its indigenous Shuar population, vast rainforest landscapes, and rich biodiversity.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Darién Province
Triple: [Kuna language, spokenIn, Darién Province]
Generated description
Darién Province is a sparsely populated, biodiverse region in eastern Panama known for its dense rainforests, indigenous communities, and the Darién Gap that interrupts the Pan-American Highway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darién Province
Target entity description: Darién Province is a sparsely populated, biodiverse region in eastern Panama known for its dense rainforests, indigenous communities, and the Darién Gap that interrupts the Pan-American Highway.
  • A. Bolívar Province
    Bolívar Province is an inland administrative region in central Ecuador, known for its Andean highland landscapes and agricultural economy.
  • B. Veraguas Province
    Veraguas Province is a region in western Panama known for its mix of Pacific and Caribbean coastlines, mountainous interior, and the provincial capital Santiago de Veraguas.
  • C. Panamá Province
    Panamá Province is a central administrative region of Panama that includes the nation’s capital, Panama City, and serves as the country’s main political and economic hub.
  • D. Pastaza Province
    Pastaza Province is a large, sparsely populated region in eastern Ecuador within the Amazon rainforest, known for its rich biodiversity and significant Indigenous communities, including the Shuar.
  • E. Morona-Santiago Province
    Morona-Santiago Province is a largely Amazonian region in southeastern Ecuador known for its indigenous Shuar population, vast rainforest landscapes, and rich biodiversity.
  • F. None of above. chosen

Provenance (5 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4986250508190ac91cfdf7d57073d completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4efca0f888190add0fe7ab325bfdf completed March 2, 2026, 2:02 a.m.
NEDg Description generation batch_69a4f04c01e0819091b0ea4649ced549 completed March 2, 2026, 2:05 a.m.
NED2 Entity disambiguation (via description) batch_69a4f0a8730c8190bb7e0804b2081948 completed March 2, 2026, 2:06 a.m.
Created at: March 1, 2026, 7:32 p.m.