Triple
T1340507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwa languages |
E28451
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Tafi language
The Tafi language is a Niger-Congo language spoken by the Tafi people of Ghana’s Volta Region.
|
E155056
|
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: Tafi language | Statement: [Kwa languages, hasSubgroup, Tafi language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tafi language Context triple: [Kwa languages, hasSubgroup, Tafi language]
-
A.
Tiv language
Tiv language is a Southern Bantoid language of the Benue–Congo family spoken predominantly by the Tiv people of central Nigeria and parts of Cameroon.
-
B.
Tsonga language
The Tsonga language is a Bantu language spoken primarily in southern Africa, especially in Mozambique, South Africa, Eswatini, and Zimbabwe.
-
C.
Teso language
Teso language is an Eastern Nilotic language spoken primarily by the Iteso people in eastern Uganda and western Kenya.
-
D.
Nupe language
The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
-
E.
Konjo language
The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
- 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: Tafi language Triple: [Kwa languages, hasSubgroup, Tafi language]
Generated description
The Tafi language is a Niger-Congo language spoken by the Tafi people of Ghana’s Volta Region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tafi language Target entity description: The Tafi language is a Niger-Congo language spoken by the Tafi people of Ghana’s Volta Region.
-
A.
Tiv language
Tiv language is a Southern Bantoid language of the Benue–Congo family spoken predominantly by the Tiv people of central Nigeria and parts of Cameroon.
-
B.
Tsonga language
The Tsonga language is a Bantu language spoken primarily in southern Africa, especially in Mozambique, South Africa, Eswatini, and Zimbabwe.
-
C.
Teso language
Teso language is an Eastern Nilotic language spoken primarily by the Iteso people in eastern Uganda and western Kenya.
-
D.
Nupe language
The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
-
E.
Konjo language
The Konjo language is an Austronesian language spoken by the Konjo people of South Sulawesi, Indonesia, known for its distinct coastal and highland dialects.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c21490488190b4281a16c87677d1 |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc6305c988190830dd535726c6338 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc91793688190a223365d50498cc7 |
completed | March 8, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc9b8c86c8190bc3526b85604884d |
completed | March 8, 2026, 12:58 a.m. |
Created at: March 1, 2026, 7:56 p.m.