Triple
T16188549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qimant |
E392873
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Central Cushitic languages
The Central Cushitic languages are a small branch of the Cushitic family of Afroasiatic languages spoken primarily in northwestern Ethiopia.
|
E1205618
|
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: Central Cushitic languages | Statement: [Qimant, subfamily, Central Cushitic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Cushitic languages Context triple: [Qimant, subfamily, Central Cushitic languages]
-
A.
North Cushitic
North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
-
B.
Lowland East Cushitic languages
Lowland East Cushitic languages are a branch of the Cushitic family of Afroasiatic languages spoken primarily in the Horn of Africa, including widely used tongues such as Somali and Oromo.
-
C.
South Cushitic
South Cushitic is a subgroup of the Cushitic branch of the Afroasiatic language family, comprising several closely related languages spoken mainly in parts of Tanzania and neighboring regions.
-
D.
Cushitic
Cushitic is a branch of the Afroasiatic language family spoken primarily in the Horn of Africa and parts of East Africa, encompassing languages such as Somali, Oromo, and Afar.
-
E.
Proto-Cushitic
Proto-Cushitic is the reconstructed common ancestor of the Cushitic branch of the Afroasiatic language family, inferred through comparative linguistic analysis of its descendant languages.
- 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: Central Cushitic languages Triple: [Qimant, subfamily, Central Cushitic languages]
Generated description
The Central Cushitic languages are a small branch of the Cushitic family of Afroasiatic languages spoken primarily in northwestern Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Cushitic languages Target entity description: The Central Cushitic languages are a small branch of the Cushitic family of Afroasiatic languages spoken primarily in northwestern Ethiopia.
-
A.
North Cushitic
North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
-
B.
Lowland East Cushitic languages
Lowland East Cushitic languages are a branch of the Cushitic family of Afroasiatic languages spoken primarily in the Horn of Africa, including widely used tongues such as Somali and Oromo.
-
C.
South Cushitic
South Cushitic is a subgroup of the Cushitic branch of the Afroasiatic language family, comprising several closely related languages spoken mainly in parts of Tanzania and neighboring regions.
-
D.
Cushitic
Cushitic is a branch of the Afroasiatic language family spoken primarily in the Horn of Africa and parts of East Africa, encompassing languages such as Somali, Oromo, and Afar.
-
E.
Proto-Cushitic
Proto-Cushitic is the reconstructed common ancestor of the Cushitic branch of the Afroasiatic language family, inferred through comparative linguistic analysis of its descendant languages.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e222d3a8e48190bdf29a633f4b0490 |
completed | April 17, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f860ecc8190be904fa793968d89 |
completed | May 10, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a00211bb2bc8190bc32492fd6de3bc3 |
completed | May 10, 2026, 6:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00221262288190b154d2e2c318d162 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:02 a.m.