Triple

T6701079
Position Surface form Disambiguated ID Type / Status
Subject Proto-Bantu E152878 entity
Predicate hasMajorReconstruction P72514 FINISHED
Object Guthrie’s Proto-Bantu reconstruction E152878 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: Guthrie’s Proto-Bantu reconstruction | Statement: [Proto-Bantu, hasMajorReconstruction, Guthrie’s Proto-Bantu reconstruction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guthrie’s Proto-Bantu reconstruction
Context triple: [Proto-Bantu, hasMajorReconstruction, Guthrie’s Proto-Bantu reconstruction]
  • A. Guthrie classification of Niger-Congo
    The Guthrie classification of Niger-Congo is a historical linguistic framework that organizes the Niger-Congo language family into geographic and typological groups, widely used as a reference system despite later revisions and critiques.
  • B. Proto-Bantu chosen
    Proto-Bantu is the reconstructed common ancestor of the Bantu language family, hypothesized through comparative linguistic methods to represent their original phonology, grammar, and core vocabulary.
  • C. Proto-Niger–Congo
    Proto-Niger–Congo is the reconstructed common ancestor of the Niger–Congo language family, from which many languages across sub-Saharan Africa are believed to have descended.
  • D. A Comparative Grammar of South African Languages
    A Comparative Grammar of South African Languages is a foundational 19th-century linguistic study by Wilhelm Bleek that systematically analyzes and compares the structures of various South African languages.
  • E. A Grammar of Kokota
    A Grammar of Kokota is a linguistic reference work that systematically describes the phonology, morphology, and syntax of the Kokota language spoken in the Solomon Islands.
  • 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: hasMajorReconstruction
Context triple: [Proto-Bantu, hasMajorReconstruction, Guthrie’s Proto-Bantu reconstruction]
  • A. hasReconstructionWork
    Indicates that an entity is undergoing, has undergone, or is associated with reconstruction or restoration work.
  • B. haveReconstructionWork
    Indicates that an entity is undergoing or is associated with reconstruction or restoration work.
  • C. hasMajorWork
    Indicates that an entity (typically a person, creator, or organization) is associated with a significant or principal work they produced or are best known for.
  • D. largelyRebuilt
    Indicates that an entity has been substantially reconstructed or renovated, with most of its original structure replaced or significantly altered.
  • E. majorConstruction
    Indicates a relationship where a construction project is large-scale, significant, or of primary importance in scope, impact, or resources.
  • 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_69c68807adbc8190b8632df42b39eda0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d16897e48190b43eda2206b14d6a completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70081395c8190921636db5cfa096a completed March 27, 2026, 10:11 p.m.
PD Predicate disambiguation batch_69c6d089c7488190a00853fb12f53b2a completed March 27, 2026, 6:46 p.m.
PDg Predicate description generation batch_69c6d1668a7c8190ae93951f9ba2df10 completed March 27, 2026, 6:50 p.m.
Created at: March 27, 2026, 2:05 p.m.