Triple

T9192174
Position Surface form Disambiguated ID Type / Status
Subject Aslian languages E220616 entity
Predicate hasSubgroup P747 FINISHED
Object Northern Aslian languages
The Northern Aslian languages are a branch of the Aslian (Austroasiatic) language family spoken primarily by indigenous Orang Asli communities in northern Peninsular Malaysia and southern Thailand.
E783991 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: Northern Aslian languages | Statement: [Aslian languages, hasSubgroup, Northern Aslian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Aslian languages
Context triple: [Aslian languages, hasSubgroup, Northern Aslian languages]
  • A. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • B. Yok-Utian languages
    The Yok-Utian languages are a proposed macro-family of Native American languages that groups together the Yokutsan and Utian (Miwok–Costanoan) language families of California based on shared linguistic features.
  • C. Kam–Sui languages
    The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
  • D. Alsean languages
    The Alsean languages are an extinct group of Native American languages once spoken on the central Oregon coast, often classified within the proposed Oregon Penutian family.
  • E. Kuki-Chin languages
    Kuki-Chin languages are a subgroup of the Sino-Tibetan language family spoken primarily in northeastern India, Myanmar, and Bangladesh by various Kuki, Chin, and related ethnic communities.
  • 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: Northern Aslian languages
Triple: [Aslian languages, hasSubgroup, Northern Aslian languages]
Generated description
The Northern Aslian languages are a branch of the Aslian (Austroasiatic) language family spoken primarily by indigenous Orang Asli communities in northern Peninsular Malaysia and southern Thailand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Aslian languages
Target entity description: The Northern Aslian languages are a branch of the Aslian (Austroasiatic) language family spoken primarily by indigenous Orang Asli communities in northern Peninsular Malaysia and southern Thailand.
  • A. Lakkia–Biao languages
    The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
  • B. Yok-Utian languages
    The Yok-Utian languages are a proposed macro-family of Native American languages that groups together the Yokutsan and Utian (Miwok–Costanoan) language families of California based on shared linguistic features.
  • C. Kam–Sui languages
    The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
  • D. Alsean languages
    The Alsean languages are an extinct group of Native American languages once spoken on the central Oregon coast, often classified within the proposed Oregon Penutian family.
  • E. Kuki-Chin languages
    Kuki-Chin languages are a subgroup of the Sino-Tibetan language family spoken primarily in northeastern India, Myanmar, and Bangladesh by various Kuki, Chin, and related ethnic communities.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c077b4819086c74e91ee4bd75e completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c2bb2c481909db8c223aececf37 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05d4ec9d48190bb425fe0449f4bf2 completed April 4, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69d05ddd28008190b82c42220871e73f completed April 4, 2026, 12:39 a.m.
Created at: March 30, 2026, 7:24 p.m.