Triple
T16506318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Gurage |
E400939
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Transversal South Ethiosemitic languages |
E1213326
|
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: Transversal South Ethiosemitic languages | Statement: [Eastern Gurage, closelyRelatedTo, Transversal South Ethiosemitic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transversal South Ethiosemitic languages Context triple: [Eastern Gurage, closelyRelatedTo, Transversal South Ethiosemitic languages]
-
A.
Transversal South Ethiopic languages
chosen
Transversal South Ethiopic languages are a subgroup of the South Ethiopic branch of the Semitic language family spoken in Ethiopia, characterized by shared structural features and geographic contiguity with neighboring Gurage varieties.
-
B.
The Non-Semitic Languages of Ethiopia
The Non-Semitic Languages of Ethiopia is a seminal linguistic study that surveys and analyzes the Cushitic and other non-Semitic language families spoken in Ethiopia.
-
C.
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.
-
D.
Ethiopian Sprachbund
The Ethiopian Sprachbund is a linguistic convergence area in Ethiopia where languages from different families share common structural features due to long-term contact and mutual influence.
-
E.
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.
- 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_69d88381f6148190819958a038be990e |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e52a2b48190ae715e7db0fd3aad |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a005832bcb48190a905ee7c9bff2c5b |
completed | May 10, 2026, 10:04 a.m. |
Created at: April 10, 2026, 5:14 a.m.