Triple
T21473250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Papuan Tip and North New Guinea contact area |
E529785
|
entity |
| Predicate | hasLanguageFamily |
P1047
|
FINISHED |
| Object | Papuan languages |
—
|
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 languages | Statement: [Papuan Tip and North New Guinea contact area, hasLanguageFamily, Papuan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papuan languages Context triple: [Papuan Tip and North New Guinea contact area, hasLanguageFamily, Papuan languages]
-
A.
Papuan languages
chosen
Papuan languages are a diverse group of non-Austronesian language families spoken primarily on the island of New Guinea and neighboring regions, known for their great structural and genetic variety.
-
B.
Meso-Melanesian languages
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
-
C.
East Papuan languages
East Papuan languages are a diverse group of non-Austronesian languages spoken primarily on islands and coastal regions of eastern Papua New Guinea and nearby areas.
-
D.
Trans–New Guinea languages
The Trans–New Guinea languages are a vast and diverse family of Papuan languages spoken primarily across the highlands and interior regions of New Guinea and neighboring islands.
-
E.
South Halmahera–West New Guinea languages
The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
- 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_69e0c459acb481909bb6ee452a0045c7 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea156dac819087c4594d022d3df6 |
completed | April 23, 2026, 9:44 a.m. |
Created at: April 16, 2026, 6:19 p.m.