Triple
T7408086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buli language |
E170930
|
entity |
| Predicate | hasEthnicity |
P194
|
FINISHED |
| Object |
Buli people
The Buli people are an ethnic group primarily residing in Ghana, known for their distinct cultural traditions and use of the Buli language.
|
E691383
|
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: Buli people | Statement: [Buli language, hasEthnicity, Buli people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buli people Context triple: [Buli language, hasEthnicity, Buli people]
-
A.
Bulu people
The Bulu people are a Bantu ethnic group of central and southern Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural influence within the larger Beti-Pahuin cluster.
-
B.
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.
-
C.
Bintauna people
The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
-
D.
Huli people
The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
-
E.
Bura people
The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
- 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: Buli people Triple: [Buli language, hasEthnicity, Buli people]
Generated description
The Buli people are an ethnic group primarily residing in Ghana, known for their distinct cultural traditions and use of the Buli language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buli people Target entity description: The Buli people are an ethnic group primarily residing in Ghana, known for their distinct cultural traditions and use of the Buli language.
-
A.
Bulu people
The Bulu people are a Bantu ethnic group of central and southern Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural influence within the larger Beti-Pahuin cluster.
-
B.
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.
-
C.
Bintauna people
The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
-
D.
Huli people
The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
-
E.
Bura people
The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
- 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_69c68a6010108190925e5284de022660 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f29acf588190a7c4056bdc4f3ffc |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c97ca3d5e0819097e904184202b75f |
completed | March 29, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69c9811249bc8190ace23dd28bb8e38a |
completed | March 29, 2026, 7:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c98196bdd0819097d886d961924f51 |
completed | March 29, 2026, 7:46 p.m. |
Created at: March 27, 2026, 3:10 p.m.