Triple
T22143998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | !Kung people |
E547237
|
entity |
| Predicate | speaks |
P741
|
FINISHED |
| Object | Juǀʼhoan language |
—
|
NE NERFINISHED |
How this triple was built (3 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: Juǀʼhoan language | Statement: [!Kung people, speaks, Juǀʼhoan language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juǀʼhoan language Context triple: [!Kung people, speaks, Juǀʼhoan language]
-
A.
Yavapai language
The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
-
B.
Cocopah language
The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
-
C.
Kakwa language
The Kakwa language is a Nilo-Saharan language spoken primarily by the Kakwa people in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
-
D.
Jicarilla language
Jicarilla language is an Athabaskan (Apachean) Native American language traditionally spoken by the Jicarilla Apache people of northern New Mexico.
-
E.
Chiricahua language
The Chiricahua language is an Athabaskan language traditionally spoken by the Chiricahua Apache people of the southwestern United States and northern Mexico.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juǀʼhoan language Target entity description: The Juǀʼhoan language is a Kxʼa family click language of the Kalahari region, traditionally spoken by the Juǀʼhoansi (a subgroup of the ǃKung San people) of Namibia and Botswana.
-
A.
Yavapai language
The Yavapai language is an indigenous Native American language traditionally spoken by the Yavapai people of central and western Arizona.
-
B.
Cocopah language
The Cocopah language is a Yuman language traditionally spoken by the Cocopah people of the lower Colorado River region in the southwestern United States and northwestern Mexico.
-
C.
Kakwa language
The Kakwa language is a Nilo-Saharan language spoken primarily by the Kakwa people in parts of South Sudan, Uganda, and the Democratic Republic of the Congo.
-
D.
Jicarilla language
Jicarilla language is an Athabaskan (Apachean) Native American language traditionally spoken by the Jicarilla Apache people of northern New Mexico.
-
E.
Chiricahua language
The Chiricahua language is an Athabaskan language traditionally spoken by the Chiricahua Apache people of the southwestern United States and northern Mexico.
- F. None of above. chosen
Provenance (2 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129c045448190b3d189cdb8c0d2fd |
completed | April 28, 2026, 9:42 p.m. |
Created at: April 16, 2026, 8:32 p.m.