Triple

T10198658
Position Surface form Disambiguated ID Type / Status
Subject Hmong-Mien E238827 entity
Predicate languageBranchOf P1967 FINISHED
Object Sino-Austronesian (hypothesized)
Sino-Austronesian (hypothesized) is a proposed macro-family in historical linguistics that suggests a distant genetic relationship between certain East Asian language groups, such as Hmong-Mien, and the Austronesian languages.
 E846811 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: Sino-Austronesian (hypothesized) | Statement: [Hmong-Mien, languageBranchOf, Sino-Austronesian (hypothesized)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sino-Austronesian (hypothesized)
Context triple: [Hmong-Mien, languageBranchOf, Sino-Austronesian (hypothesized)]
  • A. Proto-Austronesian
    Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
  • B. Proto-Austroasiatic
    Proto-Austroasiatic is the hypothesized common ancestor language from which all modern Austroasiatic languages, such as Khmer, Vietnamese, and Mon, are believed to have descended.
  • C. Austroasiatic
    Austroasiatic is a large and ancient language family of mainland Southeast Asia and parts of South Asia, including languages such as Khmer, Vietnamese, and Mon.
  • D. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • E. Proto-Malayo-Polynesian language
    Proto-Malayo-Polynesian is the reconstructed ancestral language from which the Malayo-Polynesian branch of the Austronesian language family is believed to have descended.
  • 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: Sino-Austronesian (hypothesized)
Triple: [Hmong-Mien, languageBranchOf, Sino-Austronesian (hypothesized)]
Generated description
Sino-Austronesian (hypothesized) is a proposed macro-family in historical linguistics that suggests a distant genetic relationship between certain East Asian language groups, such as Hmong-Mien, and the Austronesian languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sino-Austronesian (hypothesized)
Target entity description: Sino-Austronesian (hypothesized) is a proposed macro-family in historical linguistics that suggests a distant genetic relationship between certain East Asian language groups, such as Hmong-Mien, and the Austronesian languages.
  • A. Proto-Austronesian
    Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
  • B. Proto-Austroasiatic
    Proto-Austroasiatic is the hypothesized common ancestor language from which all modern Austroasiatic languages, such as Khmer, Vietnamese, and Mon, are believed to have descended.
  • C. Austroasiatic
    Austroasiatic is a large and ancient language family of mainland Southeast Asia and parts of South Asia, including languages such as Khmer, Vietnamese, and Mon.
  • D. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • E. Proto-Malayo-Polynesian language
    Proto-Malayo-Polynesian is the reconstructed ancestral language from which the Malayo-Polynesian branch of the Austronesian language family is believed to have descended.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee3dfa108190b2888385ef96de23 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317eca3f88190a47009be6f96977e completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d319cb6e8c8190926bacedd18f5ded completed April 6, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69d31a5417f48190ac4449b44b555320 completed April 6, 2026, 2:28 a.m.
Created at: March 30, 2026, 9:14 p.m.