Triple

T560893
Position Surface form Disambiguated ID Type / Status
Subject Emberá E13446 entity
Predicate hasSpeakerCommunity P5562 FINISHED
Object 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.
E75001 NE FINISHED

How this triple was built (5 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-Wounaan Comarca | Statement: [Emberá, hasSpeakerCommunity, Emberá-Wounaan Comarca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emberá-Wounaan Comarca
Context triple: [Emberá, hasSpeakerCommunity, Emberá-Wounaan Comarca]
  • A. Emberá
    Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
  • B. Ngäbe-Buglé Comarca
    Ngäbe-Buglé Comarca is an indigenous autonomous territory in western Panama, home primarily to the Ngäbe and Buglé peoples.
  • C. Mayaimi people
    The Mayaimi people were a Native American tribe who historically lived around Lake Okeechobee in what is now southern Florida, known for their distinctive lake-centered culture and for giving their name to the city of Miami.
  • D. Muisca
    The Muisca were an indigenous civilization of the Colombian Andes renowned for their advanced metallurgy, complex social and religious systems, and the goldworking traditions that inspired the legend of El Dorado.
  • E. Guaymí
    Guaymí, more commonly known today as the Ngäbe or Ngäbere people, are an Indigenous group of Central America primarily living in Panama and Costa Rica, recognized for their distinct language, traditional dress, and communal agricultural lifestyle.
  • 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-Wounaan Comarca
Triple: [Emberá, hasSpeakerCommunity, Emberá-Wounaan Comarca]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emberá-Wounaan Comarca
Target entity description: 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.
  • A. Emberá
    Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
  • B. Ngäbe-Buglé Comarca
    Ngäbe-Buglé Comarca is an indigenous autonomous territory in western Panama, home primarily to the Ngäbe and Buglé peoples.
  • C. Mayaimi people
    The Mayaimi people were a Native American tribe who historically lived around Lake Okeechobee in what is now southern Florida, known for their distinctive lake-centered culture and for giving their name to the city of Miami.
  • D. Muisca
    The Muisca were an indigenous civilization of the Colombian Andes renowned for their advanced metallurgy, complex social and religious systems, and the goldworking traditions that inspired the legend of El Dorado.
  • E. Guaymí
    Guaymí, more commonly known today as the Ngäbe or Ngäbere people, are an Indigenous group of Central America primarily living in Panama and Costa Rica, recognized for their distinct language, traditional dress, and communal agricultural lifestyle.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSpeakerCommunity
Context triple: [Emberá, hasSpeakerCommunity, Emberá-Wounaan Comarca]
  • A. hasLanguageCommunity chosen
    Indicates that an entity is associated with or serves a particular language community.
  • B. hasMainSpeaker
    Indicates that one entity serves as the primary or principal speaker associated with another entity, such as an event, recording, or presentation.
  • C. hasNativeSpeakers
    Indicates that a language or dialect is spoken as a first language by one or more people or populations.
  • D. spokeAt
    Indicates that a person delivered a talk, speech, or presentation at a particular event or location.
  • E. includesCommunity
    Indicates that one entity encompasses, contains, or has within it a particular community as part of its scope or composition.
  • F. None of above.

Provenance (6 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_69a4933edcf08190b35ecfd6014caee6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a499e2795c8190903240e79964156d completed March 1, 2026, 7:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51f31b5a88190b39b678229ce83a3 completed March 2, 2026, 5:25 a.m.
NEDg Description generation batch_69a5201c3f188190819279e37c583f19 completed March 2, 2026, 5:29 a.m.
NED2 Entity disambiguation (via description) batch_69a520be351081908a70bdfea5560a38 completed March 2, 2026, 5:31 a.m.
PD Predicate disambiguation batch_69a494befb8481908bb4e2e9f31e343b completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.