Triple
T3991543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bulu language |
E87000
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Beti-Pahuin peoples
The Beti-Pahuin peoples are a cluster of closely related Bantu-speaking ethnic groups of Central Africa, primarily in Cameroon, Equatorial Guinea, and Gabon, known for shared cultural traditions and languages such as Bulu, Ewondo, and Fang.
|
E403728
|
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: Beti-Pahuin peoples | Statement: [Bulu language, ethnicGroup, Beti-Pahuin peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beti-Pahuin peoples Context triple: [Bulu language, ethnicGroup, Beti-Pahuin peoples]
-
A.
Rarámuri people
The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
-
B.
Tutelo people
The Tutelo people are a Native American tribe originally from the eastern United States, culturally and linguistically related to other Siouan-speaking groups.
-
C.
Nasioi people
The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
-
D.
Tama people
The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
-
E.
Ipai people
The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
- 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: Beti-Pahuin peoples Triple: [Bulu language, ethnicGroup, Beti-Pahuin peoples]
Generated description
The Beti-Pahuin peoples are a cluster of closely related Bantu-speaking ethnic groups of Central Africa, primarily in Cameroon, Equatorial Guinea, and Gabon, known for shared cultural traditions and languages such as Bulu, Ewondo, and Fang.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beti-Pahuin peoples Target entity description: The Beti-Pahuin peoples are a cluster of closely related Bantu-speaking ethnic groups of Central Africa, primarily in Cameroon, Equatorial Guinea, and Gabon, known for shared cultural traditions and languages such as Bulu, Ewondo, and Fang.
-
A.
Rarámuri people
The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
-
B.
Tutelo people
The Tutelo people are a Native American tribe originally from the eastern United States, culturally and linguistically related to other Siouan-speaking groups.
-
C.
Nasioi people
The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
-
D.
Tama people
The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
-
E.
Ipai people
The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
- 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_69aed94118148190975e6aa4e554cde9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa02ed6881908e31d342413fed26 |
completed | March 9, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54035e92c81909dc2be18719b062c |
completed | March 14, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69b541c668188190b5579e113149ddf5 |
completed | March 14, 2026, 11:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54266cf908190848a51e20739441f |
completed | March 14, 2026, 11:11 a.m. |
Created at: March 9, 2026, 3:33 p.m.