Triple
T1366793
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Oceanic languages |
E30021
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Willaumez languages
The Willaumez languages are a small subgroup of Western Oceanic Austronesian languages spoken around the Willaumez Peninsula region of New Britain in Papua New Guinea.
|
E155824
|
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: Willaumez languages | Statement: [Western Oceanic languages, hasSubgroup, Willaumez languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willaumez languages Context triple: [Western Oceanic languages, hasSubgroup, Willaumez languages]
-
A.
Luwic languages
Luwic languages are a branch of the Anatolian group of Indo-European languages, including Luwian and related tongues once spoken in ancient Anatolia (modern-day Turkey).
-
B.
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.
-
C.
Sabine language
The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
-
D.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
E.
Carolinean languages
Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
- 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: Willaumez languages Triple: [Western Oceanic languages, hasSubgroup, Willaumez languages]
Generated description
The Willaumez languages are a small subgroup of Western Oceanic Austronesian languages spoken around the Willaumez Peninsula region of New Britain in Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willaumez languages Target entity description: The Willaumez languages are a small subgroup of Western Oceanic Austronesian languages spoken around the Willaumez Peninsula region of New Britain in Papua New Guinea.
-
A.
Luwic languages
Luwic languages are a branch of the Anatolian group of Indo-European languages, including Luwian and related tongues once spoken in ancient Anatolia (modern-day Turkey).
-
B.
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.
-
C.
Sabine language
The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
-
D.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
E.
Carolinean languages
Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
- 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.