Triple
T16188623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kemantney |
E392874
|
entity |
| Predicate | languageBranch |
P1967
|
FINISHED |
| Object |
Agaw branch of Cushitic
The Agaw branch of Cushitic is a subgroup of the Cushitic languages comprising several closely related Afroasiatic languages spoken primarily in northwestern Ethiopia.
|
E1199500
|
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: Agaw branch of Cushitic | Statement: [Kemantney, languageBranch, Agaw branch of Cushitic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agaw branch of Cushitic Context triple: [Kemantney, languageBranch, Agaw branch of Cushitic]
-
A.
Songhay branch of Nilo-Saharan
The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
-
B.
Saharan branch of Nilo-Saharan
The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
-
C.
North Cushitic
North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
-
D.
Maban branch of Nilo-Saharan
The Maban branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family spoken mainly in eastern Chad and western Sudan, comprising several related languages of the Maban people.
-
E.
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.
- 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: Agaw branch of Cushitic Triple: [Kemantney, languageBranch, Agaw branch of Cushitic]
Generated description
The Agaw branch of Cushitic is a subgroup of the Cushitic languages comprising several closely related Afroasiatic languages spoken primarily in northwestern Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agaw branch of Cushitic Target entity description: The Agaw branch of Cushitic is a subgroup of the Cushitic languages comprising several closely related Afroasiatic languages spoken primarily in northwestern Ethiopia.
-
A.
Songhay branch of Nilo-Saharan
The Songhay branch of Nilo-Saharan is a group of closely related languages spoken primarily along the Niger River in West Africa, including major varieties such as Zarma and Songhay proper.
-
B.
Saharan branch of Nilo-Saharan
The Saharan branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family comprising languages spoken primarily across the central Sahara and surrounding Sahel regions.
-
C.
North Cushitic
North Cushitic is a small branch of the Cushitic languages spoken in parts of northeastern Africa, notably including the Beja language.
-
D.
Maban branch of Nilo-Saharan
The Maban branch of Nilo-Saharan is a subgroup of the Nilo-Saharan language family spoken mainly in eastern Chad and western Sudan, comprising several related languages of the Maban people.
-
E.
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.
- 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_69ffff0750f08190a2fce65124d8dcc0 |
completed | May 10, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_6a000096f344819094fca24a342984e1 |
completed | May 10, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00012ec15c8190a09e1b37bc560f67 |
completed | May 10, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:02 a.m.