Triple

T6771685
Position Surface form Disambiguated ID Type / Status
Subject Guthrie classification of Niger-Congo E155058 entity
Predicate hasPart P35 FINISHED
Object 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.
 E627411 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 G | Statement: [Guthrie classification of Niger-Congo, hasPart, Bantu zone G]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bantu zone G
Context triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone G]
  • A. 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.
  • B. Bantu zone E
    Bantu zone E is a subgroup of Bantu languages in the Guthrie classification system, comprising closely related languages spoken primarily in parts of East and Central Africa.
  • C. Bantu zone A
    Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
  • D. Bantu zone C
    Bantu zone C is a group of closely related Bantu languages within the Niger-Congo family, defined as one of the geographic-linguistic clusters in Malcolm Guthrie’s classification system.
  • E. Bantu zone F
    Bantu zone F is a group of closely related Bantu languages in central Africa as defined within Malcolm Guthrie’s geographic classification of the Niger-Congo language family.
  • 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 G
Triple: [Guthrie classification of Niger-Congo, hasPart, Bantu zone G]
Generated description
Bantu zone G is a group of closely related Bantu languages within the Guthrie classification system of the Niger-Congo language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bantu zone G
Target entity description: Bantu zone G is a group of closely related Bantu languages within the Guthrie classification system of the Niger-Congo language family.
  • A. 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.
  • B. Bantu zone E
    Bantu zone E is a subgroup of Bantu languages in the Guthrie classification system, comprising closely related languages spoken primarily in parts of East and Central Africa.
  • C. Bantu zone A
    Bantu zone A is a subgroup of Bantu languages in the Guthrie classification, comprising languages spoken primarily in western Central Africa.
  • D. Bantu zone C
    Bantu zone C is a group of closely related Bantu languages within the Niger-Congo family, defined as one of the geographic-linguistic clusters in Malcolm Guthrie’s classification system.
  • E. Bantu zone F
    Bantu zone F is a group of closely related Bantu languages in central Africa as defined within Malcolm Guthrie’s geographic classification of the Niger-Congo language family.
  • 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_69c748a839648190a2d6875a8465579b completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c74b321e4881908164f4c056ec792d completed March 28, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69c74b71302081909a5dc55eb0ebf61b completed March 28, 2026, 3:30 a.m.
Created at: March 27, 2026, 2:13 p.m.