Triple
T13114512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tchambuli society |
E311058
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object | Ramu–Lower Sepik languages |
E1021850
|
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: Ramu–Lower Sepik languages | Statement: [Tchambuli society, languageFamily, Ramu–Lower Sepik languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramu–Lower Sepik languages Context triple: [Tchambuli society, languageFamily, Ramu–Lower Sepik languages]
-
A.
Ramu–Lower Sepik languages
chosen
The Ramu–Lower Sepik languages are a proposed family of Papuan languages spoken primarily in northern Papua New Guinea, noted for their diversity and complex grammatical structures.
-
B.
Sarmi–Jayapura Bay languages
The Sarmi–Jayapura Bay languages are a small group of closely related Papuan languages spoken along the northern coast of Papua, Indonesia, particularly around Sarmi and Jayapura Bay.
-
C.
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.
-
D.
Mundang-Beti languages
The Mundang-Beti languages are a subgroup of Northwest Bantu languages spoken primarily in parts of Central Africa, especially in Cameroon and neighboring regions.
-
E.
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.
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98180b6ac8190ae5a1f7c1480bd54 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eadcd7048190aa740262679e5bab |
completed | May 3, 2026, 6:27 a.m. |
Created at: April 9, 2026, 9:06 p.m.