Triple
T21429253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dusunic languages |
E528640
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Talantang 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: Talantang language | Statement: [Dusunic languages, hasMember, Talantang language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talantang language Context triple: [Dusunic languages, hasMember, Talantang language]
-
A.
Tal language
Tal language is a minor Chadic language spoken in central Nigeria, belonging to the Angas–Sura subgroup of the West Chadic branch of the Afroasiatic language family.
-
B.
Talni language
The Talni language is a lesser-known Niger-Congo language of the Southern Gur branch, spoken by a small community in West Africa.
-
C.
Xamtanga language
Xamtanga is a Central Cushitic (Agaw) language spoken primarily in northern Ethiopia.
-
D.
Tat language
Tat language is an endangered Southwestern Iranian language spoken primarily by the Tat people of Azerbaijan and neighboring regions, distinct from but related to Judeo-Tat.
-
E.
Tawala language
Tawala language is an Austronesian language of the Papuan Tip region of Papua New Guinea, spoken primarily in coastal communities of Milne Bay Province.
- 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: Talantang language Target entity description: The Talantang language is an Austronesian language of the Dusunic subgroup spoken by a small indigenous community in Sabah, Borneo.
-
A.
Tal language
Tal language is a minor Chadic language spoken in central Nigeria, belonging to the Angas–Sura subgroup of the West Chadic branch of the Afroasiatic language family.
-
B.
Talni language
The Talni language is a lesser-known Niger-Congo language of the Southern Gur branch, spoken by a small community in West Africa.
-
C.
Xamtanga language
Xamtanga is a Central Cushitic (Agaw) language spoken primarily in northern Ethiopia.
-
D.
Tat language
Tat language is an endangered Southwestern Iranian language spoken primarily by the Tat people of Azerbaijan and neighboring regions, distinct from but related to Judeo-Tat.
-
E.
Tawala language
Tawala language is an Austronesian language of the Papuan Tip region of Papua New Guinea, spoken primarily in coastal communities of Milne Bay Province.
- 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_69e0c455f3688190810bc96365791b0f |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee813db52c8190ac933bc6ec4dbf77 |
completed | April 26, 2026, 9:18 p.m. |
Created at: April 16, 2026, 5:49 p.m.