Triple
T5429178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeast Coast Bantu languages |
E121440
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Guthrie Zone G40–G50 languages
The Guthrie Zone G40–G50 languages are a subgroup of Northeast Coast Bantu languages spoken primarily along the coastal regions of East Africa, notably in parts of Tanzania and Kenya.
|
E518648
|
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 G40–G50 languages | Statement: [Northeast Coast Bantu languages, alsoKnownAs, Guthrie Zone G40–G50 languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guthrie Zone G40–G50 languages Context triple: [Northeast Coast Bantu languages, alsoKnownAs, Guthrie Zone G40–G50 languages]
-
A.
Gbaya languages
The Gbaya languages are a group of closely related Niger-Congo languages spoken primarily in the Central African Republic and neighboring regions by the Gbaya people.
-
B.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
-
C.
Gule language
The Gule language is an endangered Nilo-Saharan language formerly spoken by a small ethnic group in the border region of Sudan and Ethiopia.
-
D.
Gǀui language
The Gǀui language is a Khoe-Kwadi (Khoe) language spoken by indigenous communities in parts of Botswana and Namibia, notable for its extensive use of click consonants.
-
E.
Zan languages
The Zan languages are a small branch of the Kartvelian language family of the South Caucasus, comprising primarily the Mingrelian and Laz languages spoken along the Black Sea coast of Georgia and Turkey.
- 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 G40–G50 languages Triple: [Northeast Coast Bantu languages, alsoKnownAs, Guthrie Zone G40–G50 languages]
Generated description
The Guthrie Zone G40–G50 languages are a subgroup of Northeast Coast Bantu languages spoken primarily along the coastal regions of East Africa, notably in parts of Tanzania and Kenya.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guthrie Zone G40–G50 languages Target entity description: The Guthrie Zone G40–G50 languages are a subgroup of Northeast Coast Bantu languages spoken primarily along the coastal regions of East Africa, notably in parts of Tanzania and Kenya.
-
A.
Gbaya languages
The Gbaya languages are a group of closely related Niger-Congo languages spoken primarily in the Central African Republic and neighboring regions by the Gbaya people.
-
B.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
-
C.
Gule language
The Gule language is an endangered Nilo-Saharan language formerly spoken by a small ethnic group in the border region of Sudan and Ethiopia.
-
D.
Gǀui language
The Gǀui language is a Khoe-Kwadi (Khoe) language spoken by indigenous communities in parts of Botswana and Namibia, notable for its extensive use of click consonants.
-
E.
Zan languages
The Zan languages are a small branch of the Kartvelian language family of the South Caucasus, comprising primarily the Mingrelian and Laz languages spoken along the Black Sea coast of Georgia and Turkey.
- 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_69bd463c65f0819082ee6483ab4b466a |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd883d1bfc8190859bb05cfab065c8 |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3ac2e1e88190a624ba277eca3d03 |
completed | March 22, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69bf3b592a08819090e2873bcf4e797f |
completed | March 22, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3c0b9e5481909101eccbd55f24b2 |
completed | March 22, 2026, 12:47 a.m. |
Created at: March 20, 2026, 2:06 p.m.