Triple
T13754084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngäbe-Buglé people |
E330427
|
entity |
| Predicate | ethnonymVariant |
P4709
|
FINISHED |
| Object |
Ngobe-Bugle people
The Ngobe-Bugle people are an Indigenous group of Panama, primarily inhabiting the Ngäbe-Buglé Comarca, known for their distinct Chibchan language, traditional subsistence farming, and rich cultural traditions.
|
E1080785
|
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: Ngobe-Bugle people | Statement: [Ngäbe-Buglé people, ethnonymVariant, Ngobe-Bugle people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngobe-Bugle people Context triple: [Ngäbe-Buglé people, ethnonymVariant, Ngobe-Bugle people]
-
A.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
B.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
C.
Bugotu people
The Bugotu people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Santa Isabel Island and known for their distinct Austronesian language and cultural traditions.
-
D.
Batek people
The Batek people are an indigenous, traditionally nomadic hunter-gatherer group of the Malay Peninsula, known for their forest-based lifestyle and distinct Aslian language and culture.
-
E.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
- 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: Ngobe-Bugle people Triple: [Ngäbe-Buglé people, ethnonymVariant, Ngobe-Bugle people]
Generated description
The Ngobe-Bugle people are an Indigenous group of Panama, primarily inhabiting the Ngäbe-Buglé Comarca, known for their distinct Chibchan language, traditional subsistence farming, and rich cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngobe-Bugle people Target entity description: The Ngobe-Bugle people are an Indigenous group of Panama, primarily inhabiting the Ngäbe-Buglé Comarca, known for their distinct Chibchan language, traditional subsistence farming, and rich cultural traditions.
-
A.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
B.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
C.
Bugotu people
The Bugotu people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Santa Isabel Island and known for their distinct Austronesian language and cultural traditions.
-
D.
Batek people
The Batek people are an indigenous, traditionally nomadic hunter-gatherer group of the Malay Peninsula, known for their forest-based lifestyle and distinct Aslian language and culture.
-
E.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
- 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_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02179c948190a652cc8c586e418f |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd08a3a1481908400e3e55bf38aac |
completed | May 7, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_69fcd288bd5881908f6a442201c5beea |
completed | May 7, 2026, 5:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd3ad7be8819094fc71c9f44fb4cb |
completed | May 7, 2026, 6:02 p.m. |
Created at: April 9, 2026, 10:09 p.m.