Triple
T6564895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uripiv-Wala-Rano-Atchin |
E153877
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Malekula languages
The Malekula languages are a diverse group of closely related Oceanic languages spoken on Malekula Island in Vanuatu.
|
E603842
|
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: Malekula languages | Statement: [Uripiv-Wala-Rano-Atchin, partOf, Malekula languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malekula languages Context triple: [Uripiv-Wala-Rano-Atchin, partOf, Malekula languages]
-
A.
Maipurean languages
The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
-
B.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
C.
Minahasanic languages
Minahasanic languages are a small group of Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Maléku language
The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
- 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: Malekula languages Triple: [Uripiv-Wala-Rano-Atchin, partOf, Malekula languages]
Generated description
The Malekula languages are a diverse group of closely related Oceanic languages spoken on Malekula Island in Vanuatu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malekula languages Target entity description: The Malekula languages are a diverse group of closely related Oceanic languages spoken on Malekula Island in Vanuatu.
-
A.
Maipurean languages
The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
-
B.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
C.
Minahasanic languages
Minahasanic languages are a small group of Austronesian languages spoken by the Minahasan people in North Sulawesi, Indonesia.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Maléku language
The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
- 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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae3b9ec8819080f3052556d95810 |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d5622e0481909b0ac0f4e06d19bc |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d828620081909c1b4dfaa96efd62 |
completed | March 27, 2026, 7:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d8a3d194819080f33e179a8a8679 |
completed | March 27, 2026, 7:21 p.m. |
Created at: March 27, 2026, 1:52 p.m.