Triple
T1402556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isthmo-Colombian Area |
E31617
|
entity |
| Predicate | hasIndigenousGroup |
P1898
|
FINISHED |
| Object | Emberá |
E13446
|
NE FINISHED |
How this triple was built (2 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 | Statement: [Isthmo-Colombian Area, hasIndigenousGroup, Emberá]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emberá Context triple: [Isthmo-Colombian Area, hasIndigenousGroup, Emberá]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Popoluca
Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c39ef554819096c17bca5891829b |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015839908190b7f9f6c79dcc0367 |
completed | March 8, 2026, 4:55 a.m. |
Created at: March 1, 2026, 7:59 p.m.