Triple

T8169992
Position Surface form Disambiguated ID Type / Status
Subject Bantu W languages E190791 entity
Predicate hasClassificationCode P51031 FINISHED
Object Guthrie Zone W
Guthrie Zone W is a subgroup in Malcolm Guthrie’s geographic classification of Bantu languages, encompassing a set of related Bantu varieties assigned to the “W” zone.
E715991 NE FINISHED

How this triple was built (5 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: Guthrie Zone W | Statement: [Bantu W languages, hasClassificationCode, Guthrie Zone W]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guthrie Zone W
Context triple: [Bantu W languages, hasClassificationCode, Guthrie Zone W]
  • A. Guthrie Zone H
    Guthrie Zone H is a classification group within Malcolm Guthrie’s system for Bantu languages, encompassing a specific cluster of related Bantu H languages.
  • B. Zone L (Guthrie classification)
    Zone L in the Guthrie classification is a group of closely related Bantu languages centered around Tshiluba and its dialects in south-central Africa.
  • C. Zone 5
    Zone 5 is an outer fare zone in the London public transport system used for calculating ticket and Travelcard prices.
  • D. East Zone
    East Zone is a regional Indian domestic cricket team representing the eastern states in national zonal competitions.
  • E. Zone G
    Zone G is a designated fare zone within the Glasgow Subway ticketing system that includes Kelvinbridge subway station.
  • 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: Guthrie Zone W
Triple: [Bantu W languages, hasClassificationCode, Guthrie Zone W]
Generated description
Guthrie Zone W is a subgroup in Malcolm Guthrie’s geographic classification of Bantu languages, encompassing a set of related Bantu varieties assigned to the “W” zone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guthrie Zone W
Target entity description: Guthrie Zone W is a subgroup in Malcolm Guthrie’s geographic classification of Bantu languages, encompassing a set of related Bantu varieties assigned to the “W” zone.
  • A. Guthrie Zone H
    Guthrie Zone H is a classification group within Malcolm Guthrie’s system for Bantu languages, encompassing a specific cluster of related Bantu H languages.
  • B. Zone L (Guthrie classification)
    Zone L in the Guthrie classification is a group of closely related Bantu languages centered around Tshiluba and its dialects in south-central Africa.
  • C. Zone 5
    Zone 5 is an outer fare zone in the London public transport system used for calculating ticket and Travelcard prices.
  • D. East Zone
    East Zone is a regional Indian domestic cricket team representing the eastern states in national zonal competitions.
  • E. Zone G
    Zone G is a designated fare zone within the Glasgow Subway ticketing system that includes Kelvinbridge subway station.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasClassificationCode
Context triple: [Bantu W languages, hasClassificationCode, Guthrie Zone W]
  • A. haveCategoryCode chosen
    Indicates that an entity is associated with a specific classification or category identified by a code.
  • B. areClassifiedBy
    Indicates that entities are assigned to one or more categories, types, or classes according to a specified classification scheme.
  • C. isClassifiedUnder
    Indicates that one entity is categorized or grouped within a broader class, type, or category represented by another entity.
  • D. hasLCClassification
    Indicates that an entity is assigned a specific Library of Congress Classification code representing its subject or shelving category.
  • E. hasUCIClassification
    Indicates that an entity is assigned a specific classification according to the UCI (Union Cycliste Internationale) categorization system.
  • F. None of above.

Provenance (6 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_69ca82c1c0a08190bf8692b4d91a03ca completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4803de688190960438aa059d163b completed March 31, 2026, 4:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf542c388190b99fe4f0c6b7b946 completed April 1, 2026, 6:46 a.m.
NEDg Description generation batch_69ccc312a8608190b899394752ef375f completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd83115fc8190a3e276bed0a00926 completed April 1, 2026, 8:32 a.m.
PD Predicate disambiguation batch_69cb36a4c40c81909f60aef0e1624c13 completed March 31, 2026, 2:51 a.m.
Created at: March 30, 2026, 5:39 p.m.