Triple
T9502343
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saharan languages |
E229173
|
entity |
| Predicate | researchField |
P934
|
FINISHED |
| Object |
African linguistics
African linguistics is the scientific study of the languages of Africa, examining their structures, histories, typologies, and sociocultural contexts.
|
E803595
|
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: African linguistics | Statement: [Saharan languages, researchField, African linguistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African linguistics Context triple: [Saharan languages, researchField, African linguistics]
-
A.
Bantuistics
Bantuistics is the linguistic field devoted to the scientific study and analysis of Bantu languages, including their structure, history, and classification.
-
B.
African languages
African languages are the diverse group of indigenous languages spoken across the African continent, encompassing hundreds of distinct tongues from major families such as Niger-Congo, Afroasiatic, Nilo-Saharan, and Khoisan.
-
C.
East African languages
East African languages are a diverse group of Bantu and Cushitic languages spoken across countries like Kenya, Tanzania, Uganda, and neighboring regions, many of which have significantly shaped regional creoles and lingua francas.
-
D.
West African languages
West African languages are a diverse group of Niger-Congo and other language families spoken across West Africa that have significantly influenced the vocabulary, grammar, and phonology of many Atlantic and Caribbean creoles.
-
E.
Creole linguistics
Creole linguistics is the branch of linguistics that studies creole languages, focusing on their origins, structures, development, and sociocultural contexts.
- 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: African linguistics Triple: [Saharan languages, researchField, African linguistics]
Generated description
African linguistics is the scientific study of the languages of Africa, examining their structures, histories, typologies, and sociocultural contexts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: African linguistics Target entity description: African linguistics is the scientific study of the languages of Africa, examining their structures, histories, typologies, and sociocultural contexts.
-
A.
Bantuistics
Bantuistics is the linguistic field devoted to the scientific study and analysis of Bantu languages, including their structure, history, and classification.
-
B.
African languages
African languages are the diverse group of indigenous languages spoken across the African continent, encompassing hundreds of distinct tongues from major families such as Niger-Congo, Afroasiatic, Nilo-Saharan, and Khoisan.
-
C.
East African languages
East African languages are a diverse group of Bantu and Cushitic languages spoken across countries like Kenya, Tanzania, Uganda, and neighboring regions, many of which have significantly shaped regional creoles and lingua francas.
-
D.
West African languages
West African languages are a diverse group of Niger-Congo and other language families spoken across West Africa that have significantly influenced the vocabulary, grammar, and phonology of many Atlantic and Caribbean creoles.
-
E.
Creole linguistics
Creole linguistics is the branch of linguistics that studies creole languages, focusing on their origins, structures, development, and sociocultural contexts.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd983ea6048190a2d7924c8e6d1fbc |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a10f7b08190b8e4d4bc3b9815c6 |
completed | April 4, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69d13af4a2d481908dbec71fa8c25c69 |
completed | April 4, 2026, 4:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13bb706a88190bc2eec00c3e52e94 |
completed | April 4, 2026, 4:26 p.m. |
Created at: March 30, 2026, 7:57 p.m.