Triple
T8875394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malcolm Ross |
E211265
|
entity |
| Predicate | studies |
P1945
|
FINISHED |
| Object | Papuan Tip languages |
E592305
|
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: Papuan Tip languages | Statement: [Malcolm Ross, studies, Papuan Tip languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Papuan Tip languages Context triple: [Malcolm Ross, studies, Papuan Tip languages]
-
A.
Papuan Tip languages
chosen
Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
B.
Central Papuan Tip language
A Central Papuan Tip language is a member of a group of related Papuan languages spoken in the southeastern tip of Papua New Guinea.
-
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.
Yapen languages
The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
-
E.
Papuan (non‑Austronesian) languages
Papuan (non‑Austronesian) languages are a diverse group of indigenous language families spoken mainly on New Guinea and neighboring islands that are unrelated to the Austronesian language family.
- 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_69ca838e78748190934d82db3104f855 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc614565788190aa14535760df88c8 |
completed | April 1, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0fbc6d4819084a7d77c1f918233 |
completed | April 3, 2026, 11:14 a.m. |
Created at: March 30, 2026, 6:52 p.m.