Triple

T15823228
Position Surface form Disambiguated ID Type / Status
Subject Northern Embera language E383664 entity
Predicate hasAlternativeName P39 FINISHED
Object Emberá Katío (in some classifications)
Emberá Katío is a variety of the Northern Embera language spoken by Emberá Indigenous communities in parts of Colombia and Panama.
 E13446 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: Emberá Katío (in some classifications) | Statement: [Northern Embera language, hasAlternativeName, Emberá Katío (in some classifications)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Emberá Katío (in some classifications)
Context triple: [Northern Embera language, hasAlternativeName, Emberá Katío (in some classifications)]
  • A. Epena Emberá
    Epena Emberá is an indigenous Chocoan language spoken by the Emberá people primarily in Colombia and Panama.
  • B. Emberá
    Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
  • C. Bribri
    The Bribri are an Indigenous people of southern Costa Rica and northern Panama known for their Chibchan language, matrilineal social structure, and rich rainforest-based cultural traditions.
  • D. Emberá-Wounaan Comarca
    Emberá-Wounaan Comarca is an indigenous semi-autonomous region in Panama inhabited primarily by the Emberá and Wounaan peoples, recognized for its rich rainforest environment and preservation of traditional cultures.
  • E. Boruca people
    The Boruca people are an Indigenous group from southern Costa Rica known for their rich artistic traditions, especially their colorful hand-carved masks and annual "Fiesta de los Diablitos" festival.
  • 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: Emberá Katío (in some classifications)
Triple: [Northern Embera language, hasAlternativeName, Emberá Katío (in some classifications)]
Generated description
Emberá Katío is a variety of the Northern Embera language spoken by Emberá Indigenous communities in parts of Colombia and Panama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Emberá Katío (in some classifications)
Target entity description: Emberá Katío is a variety of the Northern Embera language spoken by Emberá Indigenous communities in parts of Colombia and Panama.
  • A. Epena Emberá
    Epena Emberá is an indigenous Chocoan language spoken by the Emberá people primarily in Colombia and Panama.
  • B. Emberá chosen
    Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
  • C. Bribri
    The Bribri are an Indigenous people of southern Costa Rica and northern Panama known for their Chibchan language, matrilineal social structure, and rich rainforest-based cultural traditions.
  • D. Emberá-Wounaan Comarca
    Emberá-Wounaan Comarca is an indigenous semi-autonomous region in Panama inhabited primarily by the Emberá and Wounaan peoples, recognized for its rich rainforest environment and preservation of traditional cultures.
  • E. Boruca people
    The Boruca people are an Indigenous group from southern Costa Rica known for their rich artistic traditions, especially their colorful hand-carved masks and annual "Fiesta de los Diablitos" festival.
  • F. None of above.

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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a96b848190845cf547034a24f2 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff999bba548190a39adc2d0e11c605 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a56d43c8190819deb48d59e16cb completed May 9, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff9acbd2b481908b9d415e26d0db81 completed May 9, 2026, 8:36 p.m.
Created at: April 10, 2026, 4:49 a.m.