Triple
T7946065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miao languages |
E184499
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Hmongic languages
Hmongic languages are a branch of the Hmong-Mien language family spoken primarily by Hmong and related ethnic groups in southern China and Southeast Asia.
|
E712109
|
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: Hmongic languages | Statement: [Miao languages, alsoKnownAs, Hmongic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hmongic languages Context triple: [Miao languages, alsoKnownAs, Hmongic languages]
-
A.
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.
-
B.
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.
-
C.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
D.
Kove–Mangseng languages
The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
-
E.
Guan languages
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
- 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: Hmongic languages Triple: [Miao languages, alsoKnownAs, Hmongic languages]
Generated description
Hmongic languages are a branch of the Hmong-Mien language family spoken primarily by Hmong and related ethnic groups in southern China and Southeast Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hmongic languages Target entity description: Hmongic languages are a branch of the Hmong-Mien language family spoken primarily by Hmong and related ethnic groups in southern China and Southeast Asia.
-
A.
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.
-
B.
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.
-
C.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
D.
Kove–Mangseng languages
The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
-
E.
Guan languages
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
- 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_69cc937366b8819091f08f8f7facf6f6 |
completed | April 1, 2026, 3:39 a.m. |
| NEDg | Description generation | batch_69cc955542fc8190a84be60f4efea915 |
completed | April 1, 2026, 3:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc964c6b308190ae121072b1180268 |
completed | April 1, 2026, 3:51 a.m. |
Created at: March 30, 2026, 5:09 p.m.