Triple
T6786575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Bismarck languages |
E155819
|
entity |
| Predicate | arealFeature |
P12635
|
FINISHED |
| Object |
contact with Papuan languages
Contact with Papuan languages refers to the historical and ongoing linguistic interaction between Papuan language communities and neighboring language groups, leading to shared features, borrowing, and structural influence.
|
E619311
|
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: contact with Papuan languages | Statement: [Western Bismarck languages, arealFeature, contact with Papuan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: contact with Papuan languages Context triple: [Western Bismarck languages, arealFeature, contact with Papuan languages]
-
A.
Papuan Tip languages
Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
B.
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.
-
C.
Central Papuan Tip language
A Central Papuan Tip language is a member of a group of related Papuan languages spoken in the southeastern tip of Papua New Guinea.
-
D.
Manus languages
Manus languages are a group of closely related Oceanic Austronesian languages spoken primarily on Manus Island and nearby islands in Papua New Guinea.
-
E.
Great Andamanese languages
The Great Andamanese languages are a small, nearly extinct group of indigenous languages once spoken by the Great Andamanese peoples of the Andaman Islands in the Bay of Bengal.
- 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: contact with Papuan languages Triple: [Western Bismarck languages, arealFeature, contact with Papuan languages]
Generated description
Contact with Papuan languages refers to the historical and ongoing linguistic interaction between Papuan language communities and neighboring language groups, leading to shared features, borrowing, and structural influence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: contact with Papuan languages Target entity description: Contact with Papuan languages refers to the historical and ongoing linguistic interaction between Papuan language communities and neighboring language groups, leading to shared features, borrowing, and structural influence.
-
A.
Papuan Tip languages
Papuan Tip languages are a subgroup of Oceanic languages spoken primarily in the southeastern region of Papua New Guinea and nearby islands.
-
B.
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.
-
C.
Central Papuan Tip language
A Central Papuan Tip language is a member of a group of related Papuan languages spoken in the southeastern tip of Papua New Guinea.
-
D.
Manus languages
Manus languages are a group of closely related Oceanic Austronesian languages spoken primarily on Manus Island and nearby islands in Papua New Guinea.
-
E.
Great Andamanese languages
The Great Andamanese languages are a small, nearly extinct group of indigenous languages once spoken by the Great Andamanese peoples of the Andaman Islands in the Bay of Bengal.
- 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_69c6881770fc8190972b2906390380f5 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d28f043081909a9a9ab635785933 |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a871a84819098891f66c6e5b579 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71b6b87d8819085e6ae122f042626 |
completed | March 28, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71c00f86c819099ef6ae0766e9f3a |
completed | March 28, 2026, 12:08 a.m. |
Created at: March 27, 2026, 2:14 p.m.