Triple
T11012446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kra languages |
E260274
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Gelao language
The Gelao language is a highly endangered Kra language spoken by the Gelao ethnic group in parts of southwestern China and northern Vietnam.
|
E899576
|
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: Gelao language | Statement: [Kra languages, hasSubgroup, Gelao language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gelao language Context triple: [Kra languages, hasSubgroup, Gelao language]
-
A.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
B.
Zeliang language
The Zeliang language is a Tibeto-Burman language spoken by the Zeliang Naga people of Northeast India, primarily in parts of Nagaland and Manipur.
-
C.
Zhuang language
The Zhuang language is a Tai-Kadai language spoken primarily by the Zhuang ethnic group in Guangxi and surrounding regions of southern China.
-
D.
Lingao language
The Lingao language is a Kra–Dai language spoken primarily in Hainan, China, known for its close relation to other Hlai languages and its distinct phonological and lexical features.
-
E.
Kaili language
The Kaili language is an Austronesian language spoken primarily in Central Sulawesi, Indonesia, known for its multiple dialects and role as a regional lingua franca.
- 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: Gelao language Triple: [Kra languages, hasSubgroup, Gelao language]
Generated description
The Gelao language is a highly endangered Kra language spoken by the Gelao ethnic group in parts of southwestern China and northern Vietnam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gelao language Target entity description: The Gelao language is a highly endangered Kra language spoken by the Gelao ethnic group in parts of southwestern China and northern Vietnam.
-
A.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
B.
Zeliang language
The Zeliang language is a Tibeto-Burman language spoken by the Zeliang Naga people of Northeast India, primarily in parts of Nagaland and Manipur.
-
C.
Zhuang language
The Zhuang language is a Tai-Kadai language spoken primarily by the Zhuang ethnic group in Guangxi and surrounding regions of southern China.
-
D.
Lingao language
The Lingao language is a Kra–Dai language spoken primarily in Hainan, China, known for its close relation to other Hlai languages and its distinct phonological and lexical features.
-
E.
Kaili language
The Kaili language is an Austronesian language spoken primarily in Central Sulawesi, Indonesia, known for its multiple dialects and role as a regional lingua franca.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7978a57a881909b4ceae0ebe21b78 |
completed | April 9, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e374ac78348190a8c0a5a7a736b24b |
completed | April 18, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_69e378df767c819099d0bfdf35eaf5f3 |
completed | April 18, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e37bf526108190b5fc22569fe6be54 |
completed | April 18, 2026, 12:41 p.m. |
Created at: April 8, 2026, 9:25 p.m.