Triple

T3085287
Position Surface form Disambiguated ID Type / Status
Subject Ngäbere language E64356 entity
Predicate region P40 FINISHED
Object Bocas del Toro Province
Bocas del Toro Province is a coastal region in western Panama known for its Caribbean islands, rich Afro-Caribbean and Indigenous cultures, and biodiverse rainforests and marine ecosystems.
 E330426 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: Bocas del Toro Province | Statement: [Ngäbere language, region, Bocas del Toro Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bocas del Toro Province
Context triple: [Ngäbere language, region, Bocas del Toro Province]
  • A. 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.
  • B. Chiriquí Province
    Chiriquí Province is a western Panamanian province bordering Costa Rica, known for its agricultural production, mountain landscapes, and the highland town of Boquete.
  • C. Coclé Province
    Coclé Province is a central Panamanian province known for its Pacific coastline, agricultural production, and growing tourism centered around beaches and historical sites.
  • D. 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.
  • E. Holguín Province
    Holguín Province is a region in eastern Cuba known for its historic towns, sugarcane agriculture, and coastal tourism areas.
  • 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: Bocas del Toro Province
Triple: [Ngäbere language, region, Bocas del Toro Province]
Generated description
Bocas del Toro Province is a coastal region in western Panama known for its Caribbean islands, rich Afro-Caribbean and Indigenous cultures, and biodiverse rainforests and marine ecosystems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bocas del Toro Province
Target entity description: Bocas del Toro Province is a coastal region in western Panama known for its Caribbean islands, rich Afro-Caribbean and Indigenous cultures, and biodiverse rainforests and marine ecosystems.
  • A. 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.
  • B. Chiriquí Province
    Chiriquí Province is a western Panamanian province bordering Costa Rica, known for its agricultural production, mountain landscapes, and the highland town of Boquete.
  • C. Coclé Province
    Coclé Province is a central Panamanian province known for its Pacific coastline, agricultural production, and growing tourism centered around beaches and historical sites.
  • D. 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.
  • E. Holguín Province
    Holguín Province is a region in eastern Cuba known for its historic towns, sugarcane agriculture, and coastal tourism areas.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1eac5548190bee60ea8262c65a8 completed March 8, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f4dc9d481908b64d2d2bca0381a completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 3:03 p.m.