Triple

T21053888
Position Surface form Disambiguated ID Type / Status
Subject Shambala language E518657 entity
Predicate classifiedBy P87 FINISHED
Object Guthrie classification
The Guthrie classification is a system for grouping and labeling Bantu languages of Africa into geographic zones and numbered groups.
E1464757 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: Guthrie classification | Statement: [Shambala language, classifiedBy, Guthrie classification]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guthrie classification
Context triple: [Shambala language, classifiedBy, Guthrie classification]
  • A. Lugano classification
    The Lugano classification is a standardized system used to stage and assess the extent of non-Hodgkin lymphoma and other lymphomas in clinical practice and research.
  • B. Harvard Classification Scheme
    The Harvard Classification Scheme is an early 20th-century stellar classification system that organizes stars primarily by their spectral characteristics and temperatures into types such as O, B, A, F, G, K, and M.
  • C. ICB classification system
    The ICB classification system is a globally used industry taxonomy that categorizes companies and securities into sectors and subsectors to support investment analysis, benchmarking, and market research.
  • D. APG III classification
    APG III classification is a widely used modern system for classifying flowering plants based on molecular phylogenetic evidence, developed by the Angiosperm Phylogeny Group.
  • E. UIC classification
    UIC classification is a European system for classifying locomotive and multiple-unit wheel arrangements using letters and numbers to denote powered and unpowered axles.
  • 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 classification
Triple: [Shambala language, classifiedBy, Guthrie classification]
Generated description
The Guthrie classification is a system for grouping and labeling Bantu languages of Africa into geographic zones and numbered groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guthrie classification
Target entity description: The Guthrie classification is a system for grouping and labeling Bantu languages of Africa into geographic zones and numbered groups.
  • A. Lugano classification
    The Lugano classification is a standardized system used to stage and assess the extent of non-Hodgkin lymphoma and other lymphomas in clinical practice and research.
  • B. Harvard Classification Scheme
    The Harvard Classification Scheme is an early 20th-century stellar classification system that organizes stars primarily by their spectral characteristics and temperatures into types such as O, B, A, F, G, K, and M.
  • C. ICB classification system
    The ICB classification system is a globally used industry taxonomy that categorizes companies and securities into sectors and subsectors to support investment analysis, benchmarking, and market research.
  • D. APG III classification
    APG III classification is a widely used modern system for classifying flowering plants based on molecular phylogenetic evidence, developed by the Angiosperm Phylogeny Group.
  • E. UIC classification
    UIC classification is a European system for classifying locomotive and multiple-unit wheel arrangements using letters and numbers to denote powered and unpowered axles.
  • 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_69e0b5053ac48190921529544959e906 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fd7e087c81908712ddc63e8b1e6c completed April 21, 2026, 4:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0950666f7c8190887911302eb02940 completed May 17, 2026, 5:21 a.m.
NEDg Description generation batch_6a095247e93881908d3bd15a97169937 completed May 17, 2026, 5:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0952af83108190ad14c26968109489 completed May 17, 2026, 5:31 a.m.
Created at: April 16, 2026, 2:36 p.m.