Triple
T7946029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miao languages |
E184499
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Eastern Hmongic
Eastern Hmongic is a subgroup of the Hmongic (Miao) languages spoken primarily in parts of southern China, characterized by distinct tonal and phonological features.
|
E710000
|
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: Eastern Hmongic | Statement: [Miao languages, hasBranch, Eastern Hmongic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Hmongic Context triple: [Miao languages, hasBranch, Eastern Hmongic]
-
A.
Hmong-Mien
Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
-
B.
Hmong
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
-
C.
Pahawh Hmong
Pahawh Hmong is an indigenous script devised in the 20th century specifically for writing the Hmong language, featuring a unique syllabic and tonal system distinct from Latin-based orthographies.
-
D.
Northern Pwo
Northern Pwo is a Karenic language of the Sino-Tibetan family spoken primarily by Pwo Karen communities in parts of Myanmar and neighboring regions.
-
E.
Vietnamese–Mường subgroup
The Vietnamese–Mường subgroup is a branch of the Vietic language family that includes Vietnamese and closely related Mường varieties spoken primarily in Vietnam.
- 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: Eastern Hmongic Triple: [Miao languages, hasBranch, Eastern Hmongic]
Generated description
Eastern Hmongic is a subgroup of the Hmongic (Miao) languages spoken primarily in parts of southern China, characterized by distinct tonal and phonological features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eastern Hmongic Target entity description: Eastern Hmongic is a subgroup of the Hmongic (Miao) languages spoken primarily in parts of southern China, characterized by distinct tonal and phonological features.
-
A.
Hmong-Mien
Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
-
B.
Hmong
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
-
C.
Pahawh Hmong
Pahawh Hmong is an indigenous script devised in the 20th century specifically for writing the Hmong language, featuring a unique syllabic and tonal system distinct from Latin-based orthographies.
-
D.
Northern Pwo
Northern Pwo is a Karenic language of the Sino-Tibetan family spoken primarily by Pwo Karen communities in parts of Myanmar and neighboring regions.
-
E.
Vietnamese–Mường subgroup
The Vietnamese–Mường subgroup is a branch of the Vietic language family that includes Vietnamese and closely related Mường varieties spoken primarily in Vietnam.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b29a570819091a2ac185a8d57c4 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63ad5fbc819082f7900cd618bd0e |
completed | April 1, 2026, 12:15 a.m. |
| NEDg | Description generation | batch_69cc67a1ff988190b466317388d86747 |
completed | April 1, 2026, 12:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc68dbfe688190829e46d5d3748b87 |
completed | April 1, 2026, 12:37 a.m. |
Created at: March 30, 2026, 5:09 p.m.