Triple
T23460489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chopi |
E568959
|
entity |
| Predicate | subFamily |
P10928
|
FINISHED |
| Object |
Guthrie Zone S
Guthrie Zone S is a classification grouping within Malcolm Guthrie’s Bantu language zone system that includes languages such as Chopi.
|
E1589373
|
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 Zone S | Statement: [Chopi, subFamily, Guthrie Zone S]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guthrie Zone S Context triple: [Chopi, subFamily, Guthrie Zone S]
-
A.
Guthrie Zone G
Guthrie Zone G is a classification grouping within Malcolm Guthrie’s system for Bantu languages, encompassing a set of related languages in central Africa.
-
B.
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.
-
C.
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.
-
D.
Guthrie Zone J
Guthrie Zone J is a classification group within the Guthrie system that encompasses Rwanda-Rundi and closely related Bantu languages of the Great Lakes region of East Africa.
-
E.
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.
- 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 S Triple: [Chopi, subFamily, Guthrie Zone S]
Generated description
Guthrie Zone S is a classification grouping within Malcolm Guthrie’s Bantu language zone system that includes languages such as Chopi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guthrie Zone S Target entity description: Guthrie Zone S is a classification grouping within Malcolm Guthrie’s Bantu language zone system that includes languages such as Chopi.
-
A.
Guthrie Zone G
Guthrie Zone G is a classification grouping within Malcolm Guthrie’s system for Bantu languages, encompassing a set of related languages in central Africa.
-
B.
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.
-
C.
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.
-
D.
Guthrie Zone J
Guthrie Zone J is a classification group within the Guthrie system that encompasses Rwanda-Rundi and closely related Bantu languages of the Great Lakes region of East Africa.
-
E.
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.
- 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_69e2458ebd808190b3298163132cfb0b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a69afba88190b1b1dd27d331309f |
completed | April 29, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c824ec03c8190b7a526269f6822b1 |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6eee2f48190b4e03039c4c96abe |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca80db6288190ae99313c1f2485db |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 5:53 p.m.