Triple
T21607585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keapara language |
E533216
|
entity |
| Predicate | hasNeighboringLanguage |
P16383
|
FINISHED |
| Object | Hula 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: Hula language | Statement: [Keapara language, hasNeighboringLanguage, Hula language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hula language Context triple: [Keapara language, hasNeighboringLanguage, Hula language]
-
A.
Pukapukan language
The Pukapukan language is a Polynesian language spoken primarily on Pukapuka Atoll in the Cook Islands, known for its distinct dialectal features and cultural significance to the local community.
-
B.
Lakona language
The Lakona language is an Oceanic language spoken by a small community on the Banks Islands in northern Vanuatu.
-
C.
Wailaki language
The Wailaki language is an endangered Athabaskan language traditionally spoken by the Wailaki people of northern California.
-
D.
Makasae language
The Makasae language is a Papuan language spoken primarily in the eastern part of Timor-Leste by the Makasae people.
-
E.
Keana language
The Keana language is a lesser-known Idomoid language spoken by a small ethnic community in central Nigeria.
- 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: Hula language Target entity description: The Hula language is an Oceanic language spoken by the Hula people of coastal Papua New Guinea, known for its complex verb morphology and rich oral tradition.
-
A.
Pukapukan language
The Pukapukan language is a Polynesian language spoken primarily on Pukapuka Atoll in the Cook Islands, known for its distinct dialectal features and cultural significance to the local community.
-
B.
Lakona language
The Lakona language is an Oceanic language spoken by a small community on the Banks Islands in northern Vanuatu.
-
C.
Wailaki language
The Wailaki language is an endangered Athabaskan language traditionally spoken by the Wailaki people of northern California.
-
D.
Makasae language
The Makasae language is a Papuan language spoken primarily in the eastern part of Timor-Leste by the Makasae people.
-
E.
Keana language
The Keana language is a lesser-known Idomoid language spoken by a small ethnic community in central Nigeria.
- 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.