Triple
T21607588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keapara language |
E533216
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object | Keapara villages, Central Province, Papua New Guinea |
—
|
NE NERFINISHED |
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: Keapara villages, Central Province, Papua New Guinea | Statement: [Keapara language, usedIn, Keapara villages, Central Province, Papua New Guinea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keapara villages, Central Province, Papua New Guinea Context triple: [Keapara language, usedIn, Keapara villages, Central Province, Papua New Guinea]
-
A.
Papuan Gulf villages
chosen
Papuan Gulf villages are coastal communities in southern Papua New Guinea historically known as key partners in regional maritime trade networks, including the Hiri voyages.
-
B.
Southern Region of Papua New Guinea
The Southern Region of Papua New Guinea is one of the country’s main administrative regions, encompassing several provinces in the southern part of the mainland including the area around the national capital.
-
C.
Central Province, Papua New Guinea
Central Province in Papua New Guinea is a coastal region surrounding the national capital area, known for its Motu-speaking communities, diverse indigenous cultures, and mix of coastal and inland landscapes.
-
D.
National Capital District, Papua New Guinea
The National Capital District of Papua New Guinea is a special administrative area that encompasses the nation’s capital city, Port Moresby, serving as its political and economic center.
-
E.
Western Province, Papua New Guinea
Western Province is the largest and westernmost province of Papua New Guinea, known for its vast wetlands, sparse population, and significant river systems including the Fly River.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.