Triple
T1366796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Oceanic languages |
E30021
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Huon Gulf languages
The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
|
E155827
|
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: Huon Gulf languages | Statement: [Western Oceanic languages, hasSubgroup, Huon Gulf languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huon Gulf languages Context triple: [Western Oceanic languages, hasSubgroup, Huon Gulf languages]
-
A.
New Caledonian–Loyalty languages
The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
-
B.
Esselen language
The Esselen language is an extinct and poorly documented Native American language once spoken by the Esselen people of coastal central California.
-
C.
Wotu–Wolio languages
The Wotu–Wolio languages are a subgroup of Austronesian languages spoken in Sulawesi, Indonesia, known for their close relationship within the Celebic branch.
-
D.
Vella Lavella language
The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
-
E.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
- 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: Huon Gulf languages Triple: [Western Oceanic languages, hasSubgroup, Huon Gulf languages]
Generated description
The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huon Gulf languages Target entity description: The Huon Gulf languages are a subgroup of Western Oceanic Austronesian languages spoken primarily around the Huon Gulf region of Papua New Guinea.
-
A.
New Caledonian–Loyalty languages
The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
-
B.
Esselen language
The Esselen language is an extinct and poorly documented Native American language once spoken by the Esselen people of coastal central California.
-
C.
Wotu–Wolio languages
The Wotu–Wolio languages are a subgroup of Austronesian languages spoken in Sulawesi, Indonesia, known for their close relationship within the Celebic branch.
-
D.
Vella Lavella language
The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
-
E.
Tanimbar languages
The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2d33d2081908008494b5f56bf56 |
completed | March 1, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce788098819087a046e10966b7e9 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accf15d910819098e9a4b24247881b |
completed | March 8, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accffa9a40819083a3e55a5d83e040 |
completed | March 8, 2026, 1:25 a.m. |
Created at: March 1, 2026, 7:57 p.m.