Triple
T10920676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hlai languages |
E257936
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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.
|
E893911
|
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: Lingao language | Statement: [Hlai languages, hasMember, Lingao language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lingao language Context triple: [Hlai languages, hasMember, Lingao language]
-
A.
Chaoshan language
The Chaoshan language is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and strong cultural identity among Teochew and Swatow communities.
-
B.
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.
-
C.
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.
-
D.
Kavalan language
The Kavalan language is an endangered Austronesian language of the indigenous Kavalan people of northeastern Taiwan.
-
E.
Ta Oi language
The Ta Oi language is an Austroasiatic language spoken by the Ta Oi people in parts of Laos and Vietnam, belonging to the Katuic branch.
- 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: Lingao language Triple: [Hlai languages, hasMember, Lingao language]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lingao language Target entity description: 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.
-
A.
Chaoshan language
The Chaoshan language is a Southern Min Chinese variety spoken primarily in the Chaoshan region of eastern Guangdong, known for its distinct phonology and strong cultural identity among Teochew and Swatow communities.
-
B.
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.
-
C.
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.
-
D.
Kavalan language
The Kavalan language is an endangered Austronesian language of the indigenous Kavalan people of northeastern Taiwan.
-
E.
Ta Oi language
The Ta Oi language is an Austroasiatic language spoken by the Ta Oi people in parts of Laos and Vietnam, belonging to the Katuic branch.
- 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77082a1488190850a4409339c3e1e |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2171adbbc8190916a5463b6e5c186 |
completed | April 17, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69e21d8a2e6881909b33cbe4ab919315 |
completed | April 17, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e21eaa1e9881909f3b276e0ff0c511 |
completed | April 17, 2026, 11:51 a.m. |
Created at: April 8, 2026, 9:22 p.m.