Triple
T11114729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lionel Bender |
E262855
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Omotic: A New Afroasiatic Language Family |
E82601
|
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: Omotic: A New Afroasiatic Language Family | Statement: [Lionel Bender, notableWork, Omotic: A New Afroasiatic Language Family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Omotic: A New Afroasiatic Language Family Context triple: [Lionel Bender, notableWork, Omotic: A New Afroasiatic Language Family]
-
A.
Omotic languages
chosen
Omotic languages are a group of closely related languages spoken primarily in southwestern Ethiopia, often considered one of the most divergent branches of the Afroasiatic language family.
-
B.
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.
-
C.
Chumashan languages (proposed)
Chumashan languages (proposed) refers to a hypothesized Native American language family of coastal California, suggested to include Chumashan and possibly Salinan in a larger genetic grouping.
-
D.
Amazigh linguistic continuum
The Amazigh linguistic continuum is a group of closely related Berber (Amazigh) languages and dialects spoken across North Africa that form a gradual spectrum of mutual intelligibility rather than sharply distinct languages.
-
E.
Of the Origin and Progress of Language
Of the Origin and Progress of Language is an 18th-century multi-volume work by Scottish judge and philosopher James Burnett, Lord Monboddo, exploring the natural origins, development, and structure of human language within a broader theory of human nature and society.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79aa7254c8190abce35696ad2be03 |
completed | April 9, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d7da99881908d38ea66c37dfb92 |
completed | April 19, 2026, 1:18 a.m. |
Created at: April 8, 2026, 9:27 p.m.