Triple

T11156559
Position Surface form Disambiguated ID Type / Status
Subject Hlubi people E263925 entity
Predicate linguisticCluster P90751 FINISHED
Object Nguni languages E25728 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: Nguni languages | Statement: [Hlubi people, linguisticCluster, Nguni languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nguni languages
Context triple: [Hlubi people, linguisticCluster, Nguni languages]
  • A. Nguni languages chosen
    The Nguni languages are a group of closely related Bantu languages of southern Africa that include major tongues such as Zulu, Xhosa, Swati, and Ndebele.
  • B. Bantu languages
    Bantu languages are a large family of closely related languages spoken across much of central, eastern, and southern Africa, known for features like noun class systems and widespread mutual influences among neighboring tongues.
  • C. Bantu E languages
    Bantu E languages are a subgroup of Bantu languages spoken primarily in parts of Central and East Africa, known for their shared grammatical and phonological features within the wider Southern Bantoid family.
  • D. Bantu H languages
    Bantu H languages are a subgroup of Bantu languages spoken primarily in parts of Central and Southern Africa, characterized by shared phonological and grammatical features within the wider Southern Bantoid family.
  • E. Southern Bantu languages
    Southern Bantu languages are a major branch of the Bantu language family spoken primarily in southern Africa, including well-known languages such as Zulu, Xhosa, and Shona.
  • 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: linguisticCluster
Context triple: [Hlubi people, linguisticCluster, Nguni languages]
  • A. ethnolinguisticCluster chosen
    Indicates a relationship where entities are grouped together based on shared ethnic and linguistic characteristics, treating them as part of the same ethnolinguistic cluster.
  • B. linguisticClassification
    Indicates the relationship by which an entity is categorized according to its language or linguistic type.
  • C. mainLinguisticCleavage
    Indicates the primary division or contrast within a linguistic system or community, such as a major split between language varieties, dialects, or language groups.
  • D. linguisticSubgroup
    Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
  • E. linguisticallyRelatedTo
    Indicates that two entities are connected through a linguistic relationship, such as sharing a common language, origin, structure, or other language-based association.
  • 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_69d6aa9ccddc8190868998c8b7beb060 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8741cd48190b7cc29c6b6bc54ff completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e46352e0688190924f15bc7d7ede90 completed April 19, 2026, 5:08 a.m.
PD Predicate disambiguation batch_69d75cec26fc8190a5497d186306f935 completed April 9, 2026, 8:01 a.m.
Created at: April 8, 2026, 9:28 p.m.