Triple
T16428308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Gurage |
E399002
|
entity |
| Predicate | subclassOf |
P1244
|
FINISHED |
| Object | South Ethiosemitic languages |
E70016
|
NE FINISHED |
How this triple was built (2 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: South Ethiosemitic languages | Statement: [Northern Gurage, subclassOf, South Ethiosemitic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Ethiosemitic languages Context triple: [Northern Gurage, subclassOf, South Ethiosemitic languages]
-
A.
Solomonic languages
Solomonic languages are a subgroup of Oceanic languages spoken primarily in the Solomon Islands, characterized by shared phonological and grammatical features distinct within the broader Austronesian family.
-
B.
South Semitic languages
chosen
South Semitic languages are a branch of the Semitic language family spoken primarily in the southern Arabian Peninsula and the Horn of Africa, including languages such as Arabic’s ancient South Arabian relatives and the Modern South Arabian and Ethiopian Semitic languages.
-
C.
Central Cushitic languages
The Central Cushitic languages are a small branch of the Cushitic family of Afroasiatic languages spoken primarily in northwestern Ethiopia.
-
D.
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.
-
E.
Oromic languages
The Oromic languages are a branch of the Cushitic language family spoken primarily by the Oromo people across Ethiopia and parts of neighboring countries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f2b9024819085c20e52de95d583 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328fc223c8190bbed29907351a6f6 |
completed | April 18, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0058143cb88190943b951cc8e47a66 |
completed | May 10, 2026, 10:04 a.m. |
Created at: April 10, 2026, 5:09 a.m.