Triple
T14576533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto–Benue–Congo language |
E342066
|
entity |
| Predicate | hasDescendant |
P3654
|
FINISHED |
| Object |
Kambari languages
The Kambari languages are a small group of closely related Benue–Congo languages spoken primarily by the Kambari people in northwestern Nigeria.
|
E1106091
|
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: Kambari languages | Statement: [Proto–Benue–Congo language, hasDescendant, Kambari languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kambari languages Context triple: [Proto–Benue–Congo language, hasDescendant, Kambari languages]
-
A.
Kambera language
Kambera language is an Austronesian language spoken primarily on the island of Sumba in eastern Indonesia, known for its complex morphology and rich oral tradition.
-
B.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
C.
Kolombangara languages
The Kolombangara languages are a group of closely related Oceanic languages spoken on Kolombangara Island in the Western Province of the Solomon Islands.
-
D.
Kaimbulawa language
The Kaimbulawa language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, as part of the Muna–Buton subgroup.
-
E.
Ngambay language
The Ngambay language is a Central Sudanic language spoken primarily in Chad and neighboring regions, serving as a major lingua franca among several ethnic groups.
- 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: Kambari languages Triple: [Proto–Benue–Congo language, hasDescendant, Kambari languages]
Generated description
The Kambari languages are a small group of closely related Benue–Congo languages spoken primarily by the Kambari people in northwestern Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kambari languages Target entity description: The Kambari languages are a small group of closely related Benue–Congo languages spoken primarily by the Kambari people in northwestern Nigeria.
-
A.
Kambera language
Kambera language is an Austronesian language spoken primarily on the island of Sumba in eastern Indonesia, known for its complex morphology and rich oral tradition.
-
B.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
C.
Kolombangara languages
The Kolombangara languages are a group of closely related Oceanic languages spoken on Kolombangara Island in the Western Province of the Solomon Islands.
-
D.
Kaimbulawa language
The Kaimbulawa language is an Austronesian language spoken in Southeast Sulawesi, Indonesia, as part of the Muna–Buton subgroup.
-
E.
Ngambay language
The Ngambay language is a Central Sudanic language spoken primarily in Chad and neighboring regions, serving as a major lingua franca among several ethnic groups.
- 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_69fd8ace7da48190880a736ead5c4055 |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8bb3c1188190b158d30e9c962911 |
completed | May 8, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8c6e7d448190835f87e27c998623 |
completed | May 8, 2026, 7:10 a.m. |
Created at: April 10, 2026, 1:24 a.m.