Triple
T21473195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Patpatar language |
E529783
|
entity |
| Predicate | macrolanguage |
P5218
|
FINISHED |
| Object | Papua New Guinean languages |
—
|
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: Papua New Guinean languages | Statement: [Patpatar language, macrolanguage, Papua New Guinean languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papua New Guinean languages Context triple: [Patpatar language, macrolanguage, Papua New Guinean languages]
-
A.
Papuan languages
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.
Southern Melanesian languages
Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
-
C.
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.
-
D.
Solomon Islands languages
The Solomon Islands languages are a diverse group of mostly Austronesian and some Papuan languages spoken across the Solomon Islands archipelago in the southwestern Pacific.
-
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. 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: Papua New Guinean languages Target entity description: Papua New Guinean languages are the highly diverse and numerous indigenous languages spoken in Papua New Guinea, encompassing hundreds of distinct Austronesian and Papuan tongues.
-
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.
Southern Melanesian languages
Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
-
C.
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.
-
D.
Solomon Islands languages
The Solomon Islands languages are a diverse group of mostly Austronesian and some Papuan languages spoken across the Solomon Islands archipelago in the southwestern Pacific.
-
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.
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.