Triple
T19391541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lai Châu province |
E485079
|
entity |
| Predicate | minorityLanguage |
P4250
|
FINISHED |
| Object |
Dao languages
Dao languages are a group of Hmong-Mien languages spoken by the Dao (Yao) ethnic communities in parts of southern China and northern Vietnam.
|
E1373568
|
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: Dao languages | Statement: [Lai Châu province, minorityLanguage, Dao languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dao languages Context triple: [Lai Châu province, minorityLanguage, Dao languages]
-
A.
Keresan languages
Keresan languages are a small family of Native American languages spoken by the Keres Pueblo peoples of New Mexico, known for their linguistic isolation and lack of demonstrable relation to other language families.
-
B.
Langues
Langues were the regional administrative divisions of the Knights Hospitaller, grouping members by their geographic and linguistic origins.
-
C.
Carian language
The Carian language is an extinct Anatolian Indo-European language once spoken in ancient Caria in southwestern Anatolia, known primarily from inscriptions and graffiti.
-
D.
Li languages
Li languages are a group of closely related Kra–Dai languages spoken primarily by the Li (Hlai) people on China’s Hainan Island.
-
E.
Temein languages
The Temein languages are a small group of Eastern Sudanic languages spoken primarily in the Nuba Mountains of Sudan.
- 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: Dao languages Triple: [Lai Châu province, minorityLanguage, Dao languages]
Generated description
Dao languages are a group of Hmong-Mien languages spoken by the Dao (Yao) ethnic communities in parts of southern China and northern Vietnam.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dao languages Target entity description: Dao languages are a group of Hmong-Mien languages spoken by the Dao (Yao) ethnic communities in parts of southern China and northern Vietnam.
-
A.
Keresan languages
Keresan languages are a small family of Native American languages spoken by the Keres Pueblo peoples of New Mexico, known for their linguistic isolation and lack of demonstrable relation to other language families.
-
B.
Langues
Langues were the regional administrative divisions of the Knights Hospitaller, grouping members by their geographic and linguistic origins.
-
C.
Carian language
The Carian language is an extinct Anatolian Indo-European language once spoken in ancient Caria in southwestern Anatolia, known primarily from inscriptions and graffiti.
-
D.
Li languages
Li languages are a group of closely related Kra–Dai languages spoken primarily by the Li (Hlai) people on China’s Hainan Island.
-
E.
Temein languages
The Temein languages are a small group of Eastern Sudanic languages spoken primarily in the Nuba Mountains of Sudan.
- 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_69d8e8d460d88190abf0591c5c9d2b0c |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e61b45caec81909dafdf66b361effd |
completed | April 20, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b8951648190a7ea05504c3cd9c1 |
completed | May 15, 2026, 2:19 p.m. |
| NEDg | Description generation | batch_6a072e2e59388190ac5a6a9479555154 |
completed | May 15, 2026, 2:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072eb872b88190904f9947228066fb |
completed | May 15, 2026, 2:33 p.m. |
Created at: April 10, 2026, 1:36 p.m.