Triple
T7720452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Efate |
E174993
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Central Vanuatu languages
Central Vanuatu languages are a group of closely related Oceanic Austronesian languages spoken in the central region of Vanuatu.
|
E28901
|
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: Central Vanuatu languages | Statement: [South Efate, subfamily, Central Vanuatu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Vanuatu languages Context triple: [South Efate, subfamily, Central Vanuatu languages]
-
A.
Vanuatu languages
Vanuatu languages are a diverse group of closely related Oceanic Austronesian languages spoken across the islands of Vanuatu, known for their high linguistic density and variety.
-
B.
Southern Vanuatu linguistic area
The Southern Vanuatu linguistic area is a region in the southern part of Vanuatu characterized by a group of closely related Oceanic languages that share common structural and lexical features due to long-term contact.
-
C.
South Bougainville languages
The South Bougainville languages are a small group of Papuan languages spoken primarily in the southern part of Bougainville Island in Papua New Guinea.
-
D.
Southern Melanesian languages
Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
-
E.
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.
- 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: Central Vanuatu languages Triple: [South Efate, subfamily, Central Vanuatu languages]
Generated description
Central Vanuatu languages are a group of closely related Oceanic Austronesian languages spoken in the central region of Vanuatu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Vanuatu languages Target entity description: Central Vanuatu languages are a group of closely related Oceanic Austronesian languages spoken in the central region of Vanuatu.
-
A.
Vanuatu languages
chosen
Vanuatu languages are a diverse group of closely related Oceanic Austronesian languages spoken across the islands of Vanuatu, known for their high linguistic density and variety.
-
B.
Southern Vanuatu linguistic area
The Southern Vanuatu linguistic area is a region in the southern part of Vanuatu characterized by a group of closely related Oceanic languages that share common structural and lexical features due to long-term contact.
-
C.
South Bougainville languages
The South Bougainville languages are a small group of Papuan languages spoken primarily in the southern part of Bougainville Island in Papua New Guinea.
-
D.
Southern Melanesian languages
Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
-
E.
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.
- F. None of above.
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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702f0366c8190a78f0b03f090fc2c |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b517c64881908d24e8613dc33bf4 |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b5bb46508190b3da11b2f9bf05a6 |
completed | March 29, 2026, 5:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b65a04a48190bf5e01ba0921cf14 |
completed | March 29, 2026, 5:19 a.m. |
Created at: March 27, 2026, 4:05 p.m.