Triple
T11303210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nawdm language |
E267647
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Nawda people
The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
|
E916970
|
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: Nawda people | Statement: [Nawdm language, spokenBy, Nawda people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nawda people Context triple: [Nawdm language, spokenBy, Nawda people]
-
A.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
B.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
C.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
-
D.
Hani people
The Hani people are an ethnic minority primarily living in the mountainous regions of southern China and neighboring Southeast Asian countries, known for their terraced rice farming, distinct language, and rich traditional culture.
-
E.
Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
- 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: Nawda people Triple: [Nawdm language, spokenBy, Nawda people]
Generated description
The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nawda people Target entity description: The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
-
A.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
B.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
C.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
-
D.
Hani people
The Hani people are an ethnic minority primarily living in the mountainous regions of southern China and neighboring Southeast Asian countries, known for their terraced rice farming, distinct language, and rich traditional culture.
-
E.
Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a57366081908a05fc52c5d4074c |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510f9edb4819097e9fa1ce85504ed |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516bec3e481909cbd0d9c683d2191 |
completed | April 19, 2026, 5:54 p.m. |
Created at: April 8, 2026, 9:32 p.m.