Triple
T537905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middle Belt |
E12366
|
entity |
| Predicate | ethnicDiversityIncludes |
P1898
|
FINISHED |
| Object |
Atyap people
The Atyap people are an indigenous ethnic group of Nigeria’s Middle Belt region, known for their distinct language, agrarian lifestyle, and rich cultural traditions.
|
E69234
|
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: Atyap people | Statement: [Middle Belt, ethnicDiversityIncludes, Atyap people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atyap people Context triple: [Middle Belt, ethnicDiversityIncludes, Atyap people]
-
A.
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.
-
B.
Jukun people
The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
-
C.
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.
-
D.
Berom people
The Berom people are an indigenous ethnic group primarily found in Nigeria’s Plateau State, known for their rich cultural traditions, farming heritage, and distinctive festivals and music.
-
E.
Tiv people
The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant 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: Atyap people Triple: [Middle Belt, ethnicDiversityIncludes, Atyap people]
Generated description
The Atyap people are an indigenous ethnic group of Nigeria’s Middle Belt region, known for their distinct language, agrarian lifestyle, and rich cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atyap people Target entity description: The Atyap people are an indigenous ethnic group of Nigeria’s Middle Belt region, known for their distinct language, agrarian lifestyle, and rich cultural traditions.
-
A.
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.
-
B.
Jukun people
The Jukun people are an ethnic group of central Nigeria, historically associated with the Kwararafa confederacy and known for their distinct language, culture, and traditional religious practices.
-
C.
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.
-
D.
Berom people
The Berom people are an indigenous ethnic group primarily found in Nigeria’s Plateau State, known for their rich cultural traditions, farming heritage, and distinctive festivals and music.
-
E.
Tiv people
The Tiv people are a major ethnolinguistic group of central Nigeria, known for their distinctive Tiv language, rich agricultural traditions, and vibrant 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_69a4933208e88190891f5debab1b776d |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d278cf88190ad1368da91a7014f |
completed | March 1, 2026, 8:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e3f3f4e08190a625ae085868b191 |
completed | March 2, 2026, 1:12 a.m. |
| NEDg | Description generation | batch_69a4e47c4f908190969ff83c69d7c3a7 |
completed | March 2, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e525eb18819083018d392ba4b2fa |
completed | March 2, 2026, 1:17 a.m. |
Created at: March 1, 2026, 7:32 p.m.