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.