Triple
T11827500
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Senufo languages |
E281293
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Karaboro languages
Karaboro languages are a small group of closely related Senufo languages spoken primarily in parts of Burkina Faso and Ivory Coast in West Africa.
|
E949733
|
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: Karaboro languages | Statement: [Senufo languages, hasMember, Karaboro languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karaboro languages Context triple: [Senufo languages, hasMember, Karaboro languages]
-
A.
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.
-
B.
Berta–Shinasha languages
Berta–Shinasha languages are a small group of closely related Nilo-Saharan languages spoken primarily in western Ethiopia and neighboring regions of Sudan.
-
C.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
D.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
E.
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.
- 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: Karaboro languages Triple: [Senufo languages, hasMember, Karaboro languages]
Generated description
Karaboro languages are a small group of closely related Senufo languages spoken primarily in parts of Burkina Faso and Ivory Coast in West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karaboro languages Target entity description: Karaboro languages are a small group of closely related Senufo languages spoken primarily in parts of Burkina Faso and Ivory Coast in West Africa.
-
A.
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.
-
B.
Berta–Shinasha languages
Berta–Shinasha languages are a small group of closely related Nilo-Saharan languages spoken primarily in western Ethiopia and neighboring regions of Sudan.
-
C.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
D.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
E.
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.
- 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5ec3a148190bb184ba0d481b16a |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f1671989f88190b8c1fb520435a25e |
completed | April 29, 2026, 2:04 a.m. |
| NEDg | Description generation | batch_69f16e31ebfc81908255e24b96bf9a99 |
completed | April 29, 2026, 2:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f1a09eae7481908200709ae9721d53 |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 8, 2026, 9:43 p.m.