Triple
T13145594
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Highlands Province |
E312326
|
entity |
| Predicate | hasLanguageFamily |
P1047
|
FINISHED |
| Object | Trans–New Guinea languages |
E151246
|
NE FINISHED |
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: Trans–New Guinea languages | Statement: [Eastern Highlands Province, hasLanguageFamily, Trans–New Guinea languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans–New Guinea languages Context triple: [Eastern Highlands Province, hasLanguageFamily, Trans–New Guinea languages]
-
A.
Trans–New Guinea languages
chosen
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.
-
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.
Torres–Bismarck languages
The Torres–Bismarck languages are a subgroup of Oceanic Austronesian languages spoken in the Torres Islands and Bismarck Archipelago region of the southwest Pacific.
-
D.
Pama–Nyungan languages
The Pama–Nyungan languages are a large and widespread family of Indigenous Australian languages that cover most of the Australian continent and include many of its best-known Aboriginal tongues.
-
E.
Kulin languages
The Kulin languages are a group of closely related Australian Aboriginal languages traditionally spoken by the Kulin nations of central Victoria, including around present-day Melbourne.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98bcf6d0c819081d078f33e4bdedc |
completed | April 10, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716bf10f48190b20d0358cf5fbc9e |
completed | May 3, 2026, 9:34 a.m. |
Created at: April 9, 2026, 9:10 p.m.