Triple
T11114869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandura Gumuz |
E262859
|
entity |
| Predicate | hasEthnolinguisticCommunity |
P46225
|
FINISHED |
| Object | Gumuz people |
E262856
|
NE FINISHED |
How this triple was built (3 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: Gumuz people | Statement: [Mandura Gumuz, hasEthnolinguisticCommunity, Gumuz people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gumuz people Context triple: [Mandura Gumuz, hasEthnolinguisticCommunity, Gumuz people]
-
A.
Gumuz people
chosen
The Gumuz people are an ethnic group indigenous to the border regions of western Ethiopia and eastern Sudan, known for their distinct Nilo-Saharan language, agrarian lifestyle, and historically marginalized status.
-
B.
Obudu people
The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
-
C.
Zaza people
The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
-
D.
Mossi people
The Mossi people are a major ethnic group of West Africa, primarily in Burkina Faso, known for their centralized kingdoms, rich cultural traditions, and significant influence on the region’s history and politics.
-
E.
Dyula people
The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEthnolinguisticCommunity Context triple: [Mandura Gumuz, hasEthnolinguisticCommunity, Gumuz people]
-
A.
hasLanguageCommunity
Indicates that an entity is associated with or serves a particular language community.
-
B.
ethnolinguisticCluster
Indicates a relationship where entities are grouped together based on shared ethnic and linguistic characteristics, treating them as part of the same ethnolinguistic cluster.
-
C.
ethnicCommunityContext
Indicates the cultural, social, or historical context related to an entity’s association with a particular ethnic community.
-
D.
ethnolinguisticGroups
chosen
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
-
E.
ethnicCommunityBase
Indicates that an ethnic community is based in, originates from, or is primarily associated with a particular place or area.
- F. None of above.
Provenance (4 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79aa7254c8190abce35696ad2be03 |
completed | April 9, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e509cd971c8190bdaa7b3c8a1f32f2 |
completed | April 19, 2026, 4:58 p.m. |
| PD | Predicate disambiguation | batch_69d7441cf8188190b8095f622c923156 |
completed | April 9, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:27 p.m.