Triple
T7011879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaita–San Cristobal languages |
E162601
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Malaita languages |
E172672
|
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: Malaita languages | Statement: [Malaita–San Cristobal languages, hasSubgroup, Malaita languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaita languages Context triple: [Malaita–San Cristobal languages, hasSubgroup, Malaita languages]
-
A.
Malaita languages
chosen
Malaita languages are a subgroup of Oceanic languages spoken primarily on Malaita Island in the Solomon Islands, known for their diversity and significance within the Southeast Solomonic branch.
-
B.
Malakula languages
The Malakula languages are a diverse group of Oceanic languages spoken on Malakula Island in Vanuatu, known for their high linguistic diversity and complex phonological and grammatical systems.
-
C.
Manus languages
Manus languages are a group of closely related Oceanic Austronesian languages spoken primarily on Manus Island and nearby islands in Papua New Guinea.
-
D.
Manuvu languages
Manuvu languages are a subgroup of the Manobo (Austronesian) languages spoken by indigenous Manuvu/Manobo communities in Mindanao in the southern Philippines.
-
E.
Makua languages
The Makua languages are a group of closely related Bantu languages spoken primarily in northern Mozambique and neighboring regions of southeastern Africa.
- 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_69c6885a127c8190867b059bdccf13ff |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc5729448190af66dbd6f3e8936e |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a4bd424819097e1543ec59979ff |
completed | March 28, 2026, 5:42 a.m. |
Created at: March 27, 2026, 2:34 p.m.