Triple
T7549015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Siwai people |
E178480
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
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.
|
E671451
|
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: South Bougainville languages | Statement: [Siwai people, languageFamily, South Bougainville languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Bougainville languages Context triple: [Siwai people, languageFamily, South Bougainville 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.
Admiralty Islands languages
Admiralty Islands languages are a subgroup of Western Oceanic Austronesian languages spoken primarily in the Admiralty Islands of Papua New Guinea.
-
C.
Papuan languages of the Solomon Islands
The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
-
D.
Temotu languages
Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
-
E.
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.
- 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: South Bougainville languages Triple: [Siwai people, languageFamily, South Bougainville languages]
Generated description
The South Bougainville languages are a small group of Papuan languages spoken primarily in the southern part of Bougainville Island in Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Bougainville languages Target entity description: The South Bougainville languages are a small group of Papuan languages spoken primarily in the southern part of Bougainville Island in Papua New Guinea.
-
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.
Admiralty Islands languages
Admiralty Islands languages are a subgroup of Western Oceanic Austronesian languages spoken primarily in the Admiralty Islands of Papua New Guinea.
-
C.
Papuan languages of the Solomon Islands
The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
-
D.
Temotu languages
Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
-
E.
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.
- 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_69c69f2cbe08819088f9eb0c03ef529b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f89b9afc8190b3e61a8e2cea7ad7 |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f2b0de48190a854b4d4935c2254 |
completed | March 28, 2026, 9:59 p.m. |
| NEDg | Description generation | batch_69c85188f2648190abf2224cf272f5ac |
completed | March 28, 2026, 10:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85238850081908fc50fa9c0f6c767 |
completed | March 28, 2026, 10:12 p.m. |
Created at: March 27, 2026, 3:49 p.m.