Triple
T6060708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Qiangic languages |
E135025
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Lavrung language
The Lavrung language is a lesser-known Sino-Tibetan language spoken by ethnic communities in western China, classified within the Qiangic branch.
|
E566325
|
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: Lavrung language | Statement: [Qiangic languages, hasSubgroup, Lavrung language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lavrung language Context triple: [Qiangic languages, hasSubgroup, Lavrung language]
-
A.
Isnag language
The Isnag language is an Austronesian language spoken by the Isnag people in the northern Cordillera region of Luzon in the Philippines.
-
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.
Lhaq’temish language
The Lhaq’temish language is a Coast Salish language traditionally spoken by the Lummi people of the Pacific Northwest Coast in what is now Washington State.
-
D.
Dargwa language
The Dargwa language is a Northeast Caucasian language spoken primarily by the Dargin people in the Republic of Dagestan, Russia.
-
E.
Lavukaleve language
Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
- 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: Lavrung language Triple: [Qiangic languages, hasSubgroup, Lavrung language]
Generated description
The Lavrung language is a lesser-known Sino-Tibetan language spoken by ethnic communities in western China, classified within the Qiangic branch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lavrung language Target entity description: The Lavrung language is a lesser-known Sino-Tibetan language spoken by ethnic communities in western China, classified within the Qiangic branch.
-
A.
Isnag language
The Isnag language is an Austronesian language spoken by the Isnag people in the northern Cordillera region of Luzon in the Philippines.
-
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.
Lhaq’temish language
The Lhaq’temish language is a Coast Salish language traditionally spoken by the Lummi people of the Pacific Northwest Coast in what is now Washington State.
-
D.
Dargwa language
The Dargwa language is a Northeast Caucasian language spoken primarily by the Dargin people in the Republic of Dagestan, Russia.
-
E.
Lavukaleve language
Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
- 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_69c00878d06881909ee78e88913bf890 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0571fcecc8190a68e0d0668bbbfa7 |
completed | March 22, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d197dd08190bcc6904c7c2e41aa |
completed | March 23, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_69c11e4454948190a8f4643cb55e673a |
completed | March 23, 2026, 11:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11ec554688190bfe184608944a15e |
completed | March 23, 2026, 11:06 a.m. |
Created at: March 22, 2026, 4:10 p.m.