Triple
T14576504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto–Benue–Congo language |
E342066
|
entity |
| Predicate | ancestorOf |
P369
|
FINISHED |
| Object |
Dakoid languages
Dakoid languages are a small group of Benue–Congo languages spoken in parts of Nigeria, notable for their distinctive phonological and lexical features within the Niger–Congo family.
|
E1110331
|
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: Dakoid languages | Statement: [Proto–Benue–Congo language, ancestorOf, Dakoid languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dakoid languages Context triple: [Proto–Benue–Congo language, ancestorOf, Dakoid languages]
-
A.
Dinkaic languages
Dinkaic languages are a subgroup of Western Nilotic languages spoken primarily by the Dinka people of South Sudan and neighboring regions.
-
B.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
C.
Jukunoid languages
Jukunoid languages are a branch of the Benue–Congo language family spoken primarily in central Nigeria, known for their diversity and close relationship to neighboring Plateau languages.
-
D.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
E.
Dargic languages
Dargic languages are a group of closely related Northeast Caucasian languages spoken primarily in the Republic of Dagestan in the North Caucasus region of Russia.
- 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: Dakoid languages Triple: [Proto–Benue–Congo language, ancestorOf, Dakoid languages]
Generated description
Dakoid languages are a small group of Benue–Congo languages spoken in parts of Nigeria, notable for their distinctive phonological and lexical features within the Niger–Congo family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dakoid languages Target entity description: Dakoid languages are a small group of Benue–Congo languages spoken in parts of Nigeria, notable for their distinctive phonological and lexical features within the Niger–Congo family.
-
A.
Dinkaic languages
Dinkaic languages are a subgroup of Western Nilotic languages spoken primarily by the Dinka people of South Sudan and neighboring regions.
-
B.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
C.
Jukunoid languages
Jukunoid languages are a branch of the Benue–Congo language family spoken primarily in central Nigeria, known for their diversity and close relationship to neighboring Plateau languages.
-
D.
Bantoid languages
The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
-
E.
Dargic languages
Dargic languages are a group of closely related Northeast Caucasian languages spoken primarily in the Republic of Dagestan in the North Caucasus region of Russia.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3f5ec448190b2ef887fdf7b633e |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda91437e08190a41683f1777a8507 |
completed | May 8, 2026, 9:12 a.m. |
| NEDg | Description generation | batch_69fdb32facb081908ed84483aac38f78 |
completed | May 8, 2026, 9:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb3b24320819098dd7fab0c3a0507 |
completed | May 8, 2026, 9:58 a.m. |
Created at: April 10, 2026, 1:24 a.m.