Triple
T7538416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gbaya languages |
E178209
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Gbaya people
The Gbaya people are an ethnic group of Central Africa, primarily in the Central African Republic and neighboring countries, known for their farming traditions, rich oral culture, and distinct Gbaya languages.
|
E698251
|
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: Gbaya people | Statement: [Gbaya languages, spokenBy, Gbaya people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gbaya people Context triple: [Gbaya languages, spokenBy, Gbaya people]
-
A.
Achagua people
The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
-
B.
Nganasan people
The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
-
C.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
-
D.
Hoanya people
The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
-
E.
Mbojo people
The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
- 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: Gbaya people Triple: [Gbaya languages, spokenBy, Gbaya people]
Generated description
The Gbaya people are an ethnic group of Central Africa, primarily in the Central African Republic and neighboring countries, known for their farming traditions, rich oral culture, and distinct Gbaya languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gbaya people Target entity description: The Gbaya people are an ethnic group of Central Africa, primarily in the Central African Republic and neighboring countries, known for their farming traditions, rich oral culture, and distinct Gbaya languages.
-
A.
Achagua people
The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
-
B.
Nganasan people
The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
-
C.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
-
D.
Hoanya people
The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
-
E.
Mbojo people
The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
- 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_69c69f2be3888190a6667a27f8f195e9 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8710400819088e430c8c550577e |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb59ca4c088190bc4f1f9b2488d996 |
completed | March 31, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb764973f88190964f91ee7e3fdc06 |
completed | March 31, 2026, 7:22 a.m. |
Created at: March 27, 2026, 3:48 p.m.