Triple
T12654101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Asante Twi |
E302237
|
entity |
| Predicate | languageGroup |
P3349
|
FINISHED |
| Object |
Akan languages
The Akan languages are a group of closely related Niger-Congo languages spoken primarily in Ghana and parts of Côte d'Ivoire, including major varieties such as Twi and Fante.
|
E151062
|
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: Akan languages | Statement: [Asante Twi, languageGroup, Akan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akan languages Context triple: [Asante Twi, languageGroup, Akan languages]
-
A.
Akan language
Akan is a Central Tano language of the Niger-Congo family spoken primarily in Ghana, where it serves as a major lingua franca and vehicle of Akan culture.
-
B.
Akoko languages
The Akoko languages are a small group of closely related Niger-Congo languages spoken primarily in the Akoko region of southwestern Nigeria.
-
C.
Oshiwambo languages
The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
-
D.
Kanak languages
The Kanak languages are a diverse group of indigenous Austronesian languages spoken by the Kanak people of New Caledonia.
-
E.
Kilivila–Misima languages
The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
- 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: Akan languages Triple: [Asante Twi, languageGroup, Akan languages]
Generated description
The Akan languages are a group of closely related Niger-Congo languages spoken primarily in Ghana and parts of Côte d'Ivoire, including major varieties such as Twi and Fante.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akan languages Target entity description: The Akan languages are a group of closely related Niger-Congo languages spoken primarily in Ghana and parts of Côte d'Ivoire, including major varieties such as Twi and Fante.
-
A.
Akan language
chosen
Akan is a Central Tano language of the Niger-Congo family spoken primarily in Ghana, where it serves as a major lingua franca and vehicle of Akan culture.
-
B.
Akoko languages
The Akoko languages are a small group of closely related Niger-Congo languages spoken primarily in the Akoko region of southwestern Nigeria.
-
C.
Oshiwambo languages
The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
-
D.
Kanak languages
The Kanak languages are a diverse group of indigenous Austronesian languages spoken by the Kanak people of New Caledonia.
-
E.
Kilivila–Misima languages
The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
- F. None of above.
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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96160730c81909e1aa3efb51bf159 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6719c18508190a9c28b2526e6b336 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6749c2ddc8190945270e6e5b210dd |
completed | May 2, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675c42fec8190b60751c0db88f3b6 |
completed | May 2, 2026, 10:08 p.m. |
Created at: April 9, 2026, 5:18 p.m.