Triple
T21607579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keapara language |
E533216
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Papuan Tip cluster |
—
|
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: Papuan Tip cluster | Statement: [Keapara language, isPartOf, Papuan Tip cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papuan Tip cluster Context triple: [Keapara language, isPartOf, Papuan Tip cluster]
-
A.
Papuan Tip cluster
chosen
The Papuan Tip cluster is a subgroup of Western Oceanic Austronesian languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
B.
Papuan Tip and North New Guinea contact area
The Papuan Tip and North New Guinea contact area is a linguistically diverse region of Papua New Guinea where Oceanic and Papuan languages have long interacted, leading to extensive contact-induced change and complex language relationships.
-
C.
Kundiawa
Kundiawa is a town in Papua New Guinea that serves as the administrative and commercial center of Simbu Province in the country’s highlands region.
-
D.
Papuan Tip linkage
Papuan Tip linkage is a subgroup of Western Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
E.
Papuan Gulf villages
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.
- 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.