Triple
T8686788
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borana-Arsi-Guji |
E206179
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object | Afroasiatic languages |
E11738
|
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: Afroasiatic languages | Statement: [Borana-Arsi-Guji, languageFamily, Afroasiatic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Afroasiatic languages Context triple: [Borana-Arsi-Guji, languageFamily, Afroasiatic languages]
-
A.
Afroasiatic languages
chosen
Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
-
B.
Semitic languages
Semitic languages are a branch of the Afroasiatic language family that includes historically and culturally significant languages such as Hebrew, Arabic, and Aramaic, spoken across the Middle East and parts of Africa.
-
C.
Proto-Afroasiatic language
Proto-Afroasiatic is the hypothetical reconstructed common ancestor of the Afroasiatic language family, which includes branches such as Semitic, Berber, Cushitic, Chadic, and Omotic.
-
D.
South Semitic languages
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.
-
E.
Central Semitic languages
Central Semitic languages are a major branch of the Semitic language family that includes Arabic and several closely related languages of the Middle East.
- 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_69ca835481fc819084e33d3bc883bfa6 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5730309081909a9a0256c9bf5f8f |
completed | March 31, 2026, 11:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef3cd888c81909fb1ece99988db36 |
completed | April 2, 2026, 10:55 p.m. |
Created at: March 30, 2026, 6:33 p.m.