Triple

T3085426
Position Surface form Disambiguated ID Type / Status
Subject Ngäbe people E64359 entity
Predicate alternativeSpelling P457 FINISHED
Object Ngöbe
Ngöbe refers to the Indigenous Ngäbe people of Panama and Costa Rica, known for their distinct language, culture, and traditional way of life in the region’s highlands.
 E324738 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: Ngöbe | Statement: [Ngäbe people, alternativeSpelling, Ngöbe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngöbe
Context triple: [Ngäbe people, alternativeSpelling, Ngöbe]
  • A. Cosalá
    Cosalá is a historic mining town and municipality in the Mexican state of Sinaloa, known for its well-preserved colonial architecture and designation as a Pueblo Mágico (Magical Town).
  • B. Jinotepe
    Jinotepe is a city in southwestern Nicaragua known as the capital of the Carazo department and for its agricultural production, especially coffee.
  • C. Choloma
    Choloma is a rapidly growing industrial city in northern Honduras known for its large concentration of maquiladora factories and manufacturing activity.
  • D. Guane
    Guane is a small town and municipality in western Cuba known for its rural character and tobacco-growing traditions.
  • E. Ciluba
    Ciluba is a Bantu language spoken primarily in the Democratic Republic of the Congo, especially in the Kasai region.
  • 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: Ngöbe
Triple: [Ngäbe people, alternativeSpelling, Ngöbe]
Generated description
Ngöbe refers to the Indigenous Ngäbe people of Panama and Costa Rica, known for their distinct language, culture, and traditional way of life in the region’s highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngöbe
Target entity description: Ngöbe refers to the Indigenous Ngäbe people of Panama and Costa Rica, known for their distinct language, culture, and traditional way of life in the region’s highlands.
  • A. Cosalá
    Cosalá is a historic mining town and municipality in the Mexican state of Sinaloa, known for its well-preserved colonial architecture and designation as a Pueblo Mágico (Magical Town).
  • B. Jinotepe
    Jinotepe is a city in southwestern Nicaragua known as the capital of the Carazo department and for its agricultural production, especially coffee.
  • C. Choloma
    Choloma is a rapidly growing industrial city in northern Honduras known for its large concentration of maquiladora factories and manufacturing activity.
  • D. Guane
    Guane is a small town and municipality in western Cuba known for its rural character and tobacco-growing traditions.
  • E. Ciluba
    Ciluba is a Bantu language spoken primarily in the Democratic Republic of the Congo, especially in the Kasai region.
  • 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_69b1f89e6f5c8190993794e2c9977ee6 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f93d5b208190835093f453fd33ab completed March 11, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9ea9b908190a86e2b79a89e0283 completed March 11, 2026, 11:25 p.m.
Created at: March 8, 2026, 3:03 p.m.