Triple
T9051062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chut |
E216882
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Mã Liềng language
The Mã Liềng language is a Vietic (Austroasiatic) language spoken by the Mã Liềng subgroup of the Chut people in central Vietnam.
|
E775475
|
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: Mã Liềng language | Statement: [Chut, hasLanguage, Mã Liềng language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mã Liềng language Context triple: [Chut, hasLanguage, Mã Liềng language]
-
A.
Luilang language
The Luilang language is an extinct Austronesian language once spoken by an indigenous Formosan group in northern Taiwan.
-
B.
Longgu language
The Longgu language is an Oceanic language spoken by communities in the Solomon Islands, belonging to the Southeast Solomonic branch of the Austronesian language family.
-
C.
Tai Khamyang language
The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
-
D.
Jiarong language
The Jiarong language is a Sino-Tibetan language spoken primarily by the Rgyalrong (Jiarong) people of Sichuan, China, noted for its complex phonology and morphology.
-
E.
Lhao Vo language
Lhao Vo is a lesser-known Tibeto-Burman language spoken by an ethnic minority community in parts of Northeast India and nearby regions.
- 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: Mã Liềng language Triple: [Chut, hasLanguage, Mã Liềng language]
Generated description
The Mã Liềng language is a Vietic (Austroasiatic) language spoken by the Mã Liềng subgroup of the Chut people in central Vietnam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mã Liềng language Target entity description: The Mã Liềng language is a Vietic (Austroasiatic) language spoken by the Mã Liềng subgroup of the Chut people in central Vietnam.
-
A.
Luilang language
The Luilang language is an extinct Austronesian language once spoken by an indigenous Formosan group in northern Taiwan.
-
B.
Longgu language
The Longgu language is an Oceanic language spoken by communities in the Solomon Islands, belonging to the Southeast Solomonic branch of the Austronesian language family.
-
C.
Tai Khamyang language
The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
-
D.
Jiarong language
The Jiarong language is a Sino-Tibetan language spoken primarily by the Rgyalrong (Jiarong) people of Sichuan, China, noted for its complex phonology and morphology.
-
E.
Lhao Vo language
Lhao Vo is a lesser-known Tibeto-Burman language spoken by an ethnic minority community in parts of Northeast India and nearby regions.
- 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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc6b54423081908d9fd985109e336a |
completed | April 1, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfebc90bf88190bbcdab07ca93f569 |
completed | April 3, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69cfecf7fce08190a9b80044a2ae9745 |
completed | April 3, 2026, 4:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cff0ea8c388190bd95233db9c69038 |
completed | April 3, 2026, 4:55 p.m. |
Created at: March 30, 2026, 7:10 p.m.