Triple
T6786559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Bismarck languages |
E155819
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Bariai language
The Bariai language is an Austronesian language spoken by the Bariai people of New Britain in Papua New Guinea.
|
E619308
|
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: Bariai language | Statement: [Western Bismarck languages, hasMember, Bariai language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bariai language Context triple: [Western Bismarck languages, hasMember, Bariai language]
-
A.
Jarai language
The Jarai language is an Austronesian language spoken by the Jarai people of Vietnam’s Central Highlands and neighboring Cambodia.
-
B.
Bagirmi language
The Bagirmi language is a Central Sudanic language spoken primarily in Chad by the Bagirmi people, known for its role as a regional lingua franca and its rich oral tradition.
-
C.
Baigani language
Baigani language is an indigenous Indo-Aryan language spoken by the Baiga people of central India, particularly in parts of Madhya Pradesh and Chhattisgarh.
-
D.
Bartangi language
The Bartangi language is an Eastern Iranian Pamir language spoken by the Bartangi people in the Bartang Valley of Tajikistan.
-
E.
Banda-Langbas language
The Banda-Langbas language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic.
- 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: Bariai language Triple: [Western Bismarck languages, hasMember, Bariai language]
Generated description
The Bariai language is an Austronesian language spoken by the Bariai people of New Britain in Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bariai language Target entity description: The Bariai language is an Austronesian language spoken by the Bariai people of New Britain in Papua New Guinea.
-
A.
Jarai language
The Jarai language is an Austronesian language spoken by the Jarai people of Vietnam’s Central Highlands and neighboring Cambodia.
-
B.
Bagirmi language
The Bagirmi language is a Central Sudanic language spoken primarily in Chad by the Bagirmi people, known for its role as a regional lingua franca and its rich oral tradition.
-
C.
Baigani language
Baigani language is an indigenous Indo-Aryan language spoken by the Baiga people of central India, particularly in parts of Madhya Pradesh and Chhattisgarh.
-
D.
Bartangi language
The Bartangi language is an Eastern Iranian Pamir language spoken by the Bartangi people in the Bartang Valley of Tajikistan.
-
E.
Banda-Langbas language
The Banda-Langbas language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic.
- 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.