Triple
T516809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngäbere |
E10726
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Ngäbe people
The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
|
E64359
|
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: Ngäbe people | Statement: [Ngäbere, ethnicGroup, Ngäbe people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngäbe people Context triple: [Ngäbere, ethnicGroup, Ngäbe people]
-
A.
Kichwa people
The Kichwa people are an Indigenous group of the Andes and Amazon regions, primarily in Ecuador and neighboring countries, known for their Quechuan language varieties, traditional agriculture, and rich communal cultural practices.
-
B.
Ogoni people
The Ogoni people are an indigenous ethnic group in Nigeria known for their rich cultural heritage and high-profile environmental and human rights struggles against oil exploitation in their homeland.
-
C.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
D.
Fipa people
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
-
E.
Kiliwa people
The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial 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: Ngäbe people Triple: [Ngäbere, ethnicGroup, Ngäbe people]
Generated description
The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngäbe people Target entity description: The Ngäbe people are an Indigenous group of Central America, primarily living in Panama and Costa Rica, known for their distinct language, traditional dress, and subsistence farming culture.
-
A.
Kichwa people
The Kichwa people are an Indigenous group of the Andes and Amazon regions, primarily in Ecuador and neighboring countries, known for their Quechuan language varieties, traditional agriculture, and rich communal cultural practices.
-
B.
Ogoni people
The Ogoni people are an indigenous ethnic group in Nigeria known for their rich cultural heritage and high-profile environmental and human rights struggles against oil exploitation in their homeland.
-
C.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
D.
Fipa people
The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
-
E.
Kiliwa people
The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial 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_69a2e84a0d08819087e01863fcd9abf1 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f184c3a481909bf60bb627b0ea88 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a42b9a648190ab38c181da2ae0f6 |
completed | March 1, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69a4a49eac5c8190bd85226bfb9309f2 |
completed | March 1, 2026, 8:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a5597fe88190ab40a6e725cd138d |
completed | March 1, 2026, 8:45 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.