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.