Triple
T13038022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom Güldemann |
E326613
|
entity |
| Predicate | hasAcademicSpecialization |
P466
|
FINISHED |
| Object | Khoisan linguistics |
E9577
|
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: Khoisan linguistics | Statement: [Tom Güldemann, hasAcademicSpecialization, Khoisan linguistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khoisan linguistics Context triple: [Tom Güldemann, hasAcademicSpecialization, Khoisan linguistics]
-
A.
Studies on Khoe and other Khoisan languages
"Studies on Khoe and other Khoisan languages" is a scholarly work by linguist Tom Güldemann that examines the structure, history, and classification of Khoe and related Khoisan languages of southern Africa.
-
B.
Bantuistics
Bantuistics is the linguistic field devoted to the scientific study and analysis of Bantu languages, including their structure, history, and classification.
-
C.
Khoisan languages
chosen
Khoisan languages are a group of indigenous African language families best known for their distinctive click consonants and their speakers’ long-standing presence in southern Africa.
-
D.
Khoe–Kwadi language family
The Khoe–Kwadi language family is a proposed grouping of southern African languages that links the Khoe languages with the extinct Kwadi language, suggesting a broader historical relationship among non-Bantu languages in the region.
-
E.
A Comparative Grammar of South African Languages
A Comparative Grammar of South African Languages is a foundational 19th-century linguistic study by Wilhelm Bleek that systematically analyzes and compares the structures of various South African languages.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9804b743c8190810dc5c14bc6d912 |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d5fbaea8819080ca249159d6c125 |
completed | May 3, 2026, 4:58 a.m. |
Created at: April 9, 2026, 8:55 p.m.