Triple
T9697697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luo people of Tanzania |
E234694
|
entity |
| Predicate | ethnolinguisticCluster |
P90751
|
FINISHED |
| Object | Western Nilotic Luo cluster |
E277738
|
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: Western Nilotic Luo cluster | Statement: [Luo people of Tanzania, ethnolinguisticCluster, Western Nilotic Luo cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Nilotic Luo cluster Context triple: [Luo people of Tanzania, ethnolinguisticCluster, Western Nilotic Luo cluster]
-
A.
Western Nilotic languages
chosen
Western Nilotic languages are a subgroup of the Nilotic branch of the Nilo-Saharan language family spoken primarily in parts of South Sudan, Uganda, Kenya, and neighboring regions.
-
B.
Southern Nilotic languages
Southern Nilotic languages are a branch of the Nilotic language family spoken primarily in Kenya, Tanzania, and neighboring regions by various pastoralist and agricultural communities.
-
C.
Eastern Nilotic languages
Eastern Nilotic languages are a branch of the Nilotic language family spoken primarily in parts of Kenya, Tanzania, Uganda, South Sudan, and Ethiopia, including languages such as Maasai, Turkana, and Karamojong.
-
D.
Songhay branch of Nilo-Saharan
The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
-
E.
Nilotic peoples
Nilotic peoples are a group of ethnolinguistically related communities primarily inhabiting the Nile Valley and surrounding regions of East Africa, known for their pastoralist traditions and distinct cultural practices.
- 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: ethnolinguisticCluster Context triple: [Luo people of Tanzania, ethnolinguisticCluster, Western Nilotic Luo cluster]
-
A.
ethnolinguisticGroups
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
-
B.
ethnoLinguisticRegionOf
Indicates that a region is defined or characterized by the shared ethnic and linguistic identity of the group associated with it.
-
C.
ethnicGroupBase
Indicates that one entity serves as the primary or foundational ethnic group from which another entity is derived, associated, or defined.
-
D.
linguisticSubgroup
Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
-
E.
sharesEthnicity
Indicates that two entities belong to the same ethnic group or share the same ethnic background.
- 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_69ca84cb580c8190a7e5f4b3bcdaf2a4 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9d3c02e0819098d05c68805689f1 |
completed | April 1, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19125d3cc819082b3736d1b4ba802 |
completed | April 4, 2026, 10:31 p.m. |
| PD | Predicate disambiguation | batch_69cd03b641408190942464eaf174c6b5 |
completed | April 1, 2026, 11:38 a.m. |
| PDg | Predicate description generation | batch_69cd081a9c5c819093439be7e802ff85 |
completed | April 1, 2026, 11:57 a.m. |
Created at: March 30, 2026, 8:18 p.m.