Triple
T23253601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandara Mountains |
E581803
|
entity |
| Predicate | inhabitedBy |
P6481
|
FINISHED |
| Object |
Mafa people
The Mafa people are an ethnic group of northern Cameroon and northeastern Nigeria known for their terraced agriculture, distinctive hilltop settlements, and rich oral traditions.
|
E1590636
|
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: Mafa people | Statement: [Mandara Mountains, inhabitedBy, Mafa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mafa people Context triple: [Mandara Mountains, inhabitedBy, Mafa people]
-
A.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
-
B.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
C.
Nyimang people
The Nyimang people are an ethnic group indigenous to the Nuba Mountains region of Sudan, known for their distinct Nilo-Saharan language and agrarian, village-based way of life.
-
D.
Mankoya people
The Mankoya people are an ethnic subgroup of the Lozi in western Zambia, known for their distinct language variety and cultural traditions within the broader Lozi cultural sphere.
-
E.
Mutumui people
The Mutumui people are an Aboriginal Australian group whose ancestral lands lie in the region now encompassing Lakefield National Park in northern Queensland.
- 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: Mafa people Triple: [Mandara Mountains, inhabitedBy, Mafa people]
Generated description
The Mafa people are an ethnic group of northern Cameroon and northeastern Nigeria known for their terraced agriculture, distinctive hilltop settlements, and rich oral traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mafa people Target entity description: The Mafa people are an ethnic group of northern Cameroon and northeastern Nigeria known for their terraced agriculture, distinctive hilltop settlements, and rich oral traditions.
-
A.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
-
B.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
C.
Nyimang people
The Nyimang people are an ethnic group indigenous to the Nuba Mountains region of Sudan, known for their distinct Nilo-Saharan language and agrarian, village-based way of life.
-
D.
Mankoya people
The Mankoya people are an ethnic subgroup of the Lozi in western Zambia, known for their distinct language variety and cultural traditions within the broader Lozi cultural sphere.
-
E.
Mutumui people
The Mutumui people are an Aboriginal Australian group whose ancestral lands lie in the region now encompassing Lakefield National Park in northern Queensland.
- 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f9d904819097315c9bf031f667 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf2ad70881909a287c5771a38f5d |
completed | May 19, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_6a0ce1b65028819085db361355416229 |
completed | May 19, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce22ac5ac8190b708bb201fdf3af8 |
completed | May 19, 2026, 10:20 p.m. |
Created at: April 17, 2026, 4:11 p.m.