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.