Triple

T6771694
Position Surface form Disambiguated ID Type / Status
Subject Guthrie classification of Niger-Congo E155058 entity
Predicate hasPart P35 FINISHED
Object Bantu zone S
Bantu zone S is a subgroup of Bantu languages in the Guthrie classification, comprising varieties spoken primarily in southern Africa.
 E639837 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: Bantu zone S | Statement: [Guthrie classification of Niger-Congo, hasPart, Bantu zone S]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bantu zone S
Context triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone S]
  • A. Bantu zone N
    Bantu zone N is a group of closely related Bantu languages in the Guthrie classification system, spoken primarily in parts of Central and Southern Africa.
  • B. Bantu zone P
    Bantu zone P is a group of closely related Bantu languages identified within Malcolm Guthrie’s geographic classification of the Niger-Congo language family.
  • C. Bantu zone G
    Bantu zone G is a group of closely related Bantu languages within the Guthrie classification system of the Niger-Congo language family.
  • D. Bantu zone D
    Bantu zone D is a subgroup of Bantu languages in the Guthrie classification system, comprising related languages spoken primarily in parts of Central Africa.
  • E. Bantu zone A
    Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
  • 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: Bantu zone S
Triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone S]
Generated description
Bantu zone S is a subgroup of Bantu languages in the Guthrie classification, comprising varieties spoken primarily in southern Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bantu zone S
Target entity description: Bantu zone S is a subgroup of Bantu languages in the Guthrie classification, comprising varieties spoken primarily in southern Africa.
  • A. Bantu zone N
    Bantu zone N is a group of closely related Bantu languages in the Guthrie classification system, spoken primarily in parts of Central and Southern Africa.
  • B. Bantu zone P
    Bantu zone P is a group of closely related Bantu languages identified within Malcolm Guthrie’s geographic classification of the Niger-Congo language family.
  • C. Bantu zone G
    Bantu zone G is a group of closely related Bantu languages within the Guthrie classification system of the Niger-Congo language family.
  • D. Bantu zone D
    Bantu zone D is a subgroup of Bantu languages in the Guthrie classification system, comprising related languages spoken primarily in parts of Central Africa.
  • E. Bantu zone A
    Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2496fa08190895d8b625fb0d699 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79428801c8190817a95d94ff180b9 completed March 28, 2026, 8:41 a.m.
NEDg Description generation batch_69c7954253948190ab2bb3f7fc699fc3 completed March 28, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69c795b1be18819087a4a70fc567bd80 completed March 28, 2026, 8:47 a.m.
Created at: March 27, 2026, 2:13 p.m.