Triple
T10043142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cushitic |
E205344
|
entity |
| Predicate | includesLanguage |
P2177
|
FINISHED |
| Object |
Konso
Konso is a Cushitic language spoken primarily by the Konso people of southwestern Ethiopia.
|
E840298
|
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: Konso | Statement: [Cushitic, includesLanguage, Konso]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Konso Context triple: [Cushitic, includesLanguage, Konso]
-
A.
Senafe
Senafe is a town in southern Eritrea known for its strategic location near the Ethiopian border and its surrounding highland landscapes.
-
B.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
-
C.
Nekemte
Nekemte is a significant urban center in western Ethiopia known as a commercial and administrative hub of the Oromia Region.
-
D.
Debre Birhan
Debre Birhan is a historic highland city in central Ethiopia known for its cool climate, religious heritage, and role as a regional center in the Amhara Region.
-
E.
Bishoftu
Bishoftu is a town in central Ethiopia known for its lakes and as a major military and air force center.
- 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: Konso Triple: [Cushitic, includesLanguage, Konso]
Generated description
Konso is a Cushitic language spoken primarily by the Konso people of southwestern Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Konso Target entity description: Konso is a Cushitic language spoken primarily by the Konso people of southwestern Ethiopia.
-
A.
Senafe
Senafe is a town in southern Eritrea known for its strategic location near the Ethiopian border and its surrounding highland landscapes.
-
B.
Wolaytta
Wolaytta is a Cushitic-influenced Omotic language spoken primarily by the Wolaytta people in southern Ethiopia.
-
C.
Nekemte
Nekemte is a significant urban center in western Ethiopia known as a commercial and administrative hub of the Oromia Region.
-
D.
Debre Birhan
Debre Birhan is a historic highland city in central Ethiopia known for its cool climate, religious heritage, and role as a regional center in the Amhara Region.
-
E.
Bishoftu
Bishoftu is a town in central Ethiopia known for its lakes and as a major military and air force center.
- 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_69ca834f70e88190b2d74828b7767ec1 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcf60a2208190846e57b5f5649307 |
completed | April 2, 2026, 2:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b60e988c8190839a088e65b15d07 |
completed | April 5, 2026, 7:20 p.m. |
| NEDg | Description generation | batch_69d2b78f3c248190b104937e2d669882 |
completed | April 5, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b84a26a481908ab2705d5883cfce |
completed | April 5, 2026, 7:30 p.m. |
Created at: March 30, 2026, 8:55 p.m.