Triple
T14424002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lolo-Burmese |
E357649
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Achang language
Achang language is a Tibeto-Burman language spoken primarily by the Achang ethnic minority in Yunnan, China and parts of Myanmar.
|
E1099228
|
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: Achang language | Statement: [Lolo-Burmese, includes, Achang language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Achang language Context triple: [Lolo-Burmese, includes, Achang language]
-
A.
Changana language
Changana is a Bantu language spoken primarily in southern Mozambique and neighboring regions, closely related to other Tswa–Ronga varieties.
-
B.
Achagua language
The Achagua language is an indigenous Arawakan tongue spoken by the Achagua people of Colombia and Venezuela, known for its endangered status and importance to regional cultural heritage.
-
C.
Chuj language
The Chuj language is a Mayan language spoken primarily in the highlands of Guatemala and parts of southern Mexico, known for its complex verb morphology and importance to Chuj Maya cultural identity.
-
D.
Achuar-Shiwiar language
The Achuar-Shiwiar language is a Jivaroan language spoken by the Achuar and Shiwiar Indigenous peoples of the Amazon rainforest in Ecuador and Peru.
-
E.
Chewong language
The Chewong language is an indigenous Austroasiatic language spoken by the Chewong people of Peninsular Malaysia, known for its rich oral tradition and detailed vocabulary related to the forest environment.
- 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: Achang language Triple: [Lolo-Burmese, includes, Achang language]
Generated description
Achang language is a Tibeto-Burman language spoken primarily by the Achang ethnic minority in Yunnan, China and parts of Myanmar.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Achang language Target entity description: Achang language is a Tibeto-Burman language spoken primarily by the Achang ethnic minority in Yunnan, China and parts of Myanmar.
-
A.
Changana language
Changana is a Bantu language spoken primarily in southern Mozambique and neighboring regions, closely related to other Tswa–Ronga varieties.
-
B.
Achagua language
The Achagua language is an indigenous Arawakan tongue spoken by the Achagua people of Colombia and Venezuela, known for its endangered status and importance to regional cultural heritage.
-
C.
Chuj language
The Chuj language is a Mayan language spoken primarily in the highlands of Guatemala and parts of southern Mexico, known for its complex verb morphology and importance to Chuj Maya cultural identity.
-
D.
Achuar-Shiwiar language
The Achuar-Shiwiar language is a Jivaroan language spoken by the Achuar and Shiwiar Indigenous peoples of the Amazon rainforest in Ecuador and Peru.
-
E.
Chewong language
The Chewong language is an indigenous Austroasiatic language spoken by the Chewong people of Peninsular Malaysia, known for its rich oral tradition and detailed vocabulary related to the forest environment.
- 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_69d82793421c8190861eb0e673b085de |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91123f848190ba3fb18a76c2d24c |
completed | April 14, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bcd2a908190ad7d5ebf11b41551 |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d585cc08190908bc5f9b8abdb82 |
completed | May 8, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e0bbd6c8190b14039b3335692c7 |
completed | May 8, 2026, 3:52 a.m. |
Created at: April 10, 2026, 1:18 a.m.