Triple
T21607496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Papuan Tip language |
E533214
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Kumak 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: Kumak language | Statement: [Central Papuan Tip language, hasMember, Kumak language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kumak language Context triple: [Central Papuan Tip language, hasMember, Kumak language]
-
A.
Kuman language
The Kuman language is a Trans–New Guinea language spoken primarily by the Chimbu (Simbu) people of Papua New Guinea’s highlands.
-
B.
Kumandin language
The Kumandin language is a Turkic language spoken by the Kumandin people of the Altai region in Russia, belonging to the Kipchak branch.
-
C.
Kumil language
The Kumil language is a lesser-known Papuan language spoken by the Bel people of Papua New Guinea.
-
D.
Kumzari language
The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
-
E.
Kisukuma language
Kisukuma is a major Bantu language spoken primarily by the Sukuma people in northwestern Tanzania.
- 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: Kumak language Target entity description: Kumak language is an indigenous Papuan language spoken in the Central Papuan Tip region of Papua New Guinea.
-
A.
Kuman language
The Kuman language is a Trans–New Guinea language spoken primarily by the Chimbu (Simbu) people of Papua New Guinea’s highlands.
-
B.
Kumandin language
The Kumandin language is a Turkic language spoken by the Kumandin people of the Altai region in Russia, belonging to the Kipchak branch.
-
C.
Kumil language
The Kumil language is a lesser-known Papuan language spoken by the Bel people of Papua New Guinea.
-
D.
Kumzari language
The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
-
E.
Kisukuma language
Kisukuma is a major Bantu language spoken primarily by the Sukuma people in northwestern Tanzania.
- 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_69e0c46364608190a337dc8720dc2a35 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef17e6378881908678dc903b8ba6ac |
completed | April 27, 2026, 8:01 a.m. |
Created at: April 16, 2026, 6:33 p.m.