Triple
T6647104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Maluku languages |
E150728
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Nunusaku languages
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
|
E611460
|
NE FINISHED |
How this triple was built (4 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: Nunusaku languages | Statement: [Central Maluku languages, hasSubgroup, Nunusaku languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nunusaku languages Context triple: [Central Maluku languages, hasSubgroup, Nunusaku languages]
-
A.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
B.
Kawaiisu language
Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
-
C.
Oshiwambo languages
The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
-
D.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
-
E.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Nunusaku languages Triple: [Central Maluku languages, hasSubgroup, Nunusaku languages]
Generated description
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nunusaku languages Target entity description: The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
-
A.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
B.
Kawaiisu language
Kawaiisu language is an endangered Uto-Aztecan language traditionally spoken by the Kawaiisu people of southern California.
-
C.
Oshiwambo languages
The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
-
D.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
-
E.
Tani languages
The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
- F. None of above. chosen
Provenance (5 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_69c687f1a3048190828b7342f7125d5c |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b01cecc48190a6d2c26d8d5ab80c |
completed | March 27, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f7944bdc81909ea991062dce619d |
completed | March 27, 2026, 9:33 p.m. |
| NEDg | Description generation | batch_69c6f8453af88190b237c249bfbb4f8c |
completed | March 27, 2026, 9:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f8d5630c8190913e8572a70b82c1 |
completed | March 27, 2026, 9:38 p.m. |
Created at: March 27, 2026, 2 p.m.