Triple

T9192175
Position Surface form Disambiguated ID Type / Status
Subject Aslian languages E220616 entity
Predicate hasSubgroup P747 FINISHED
Object Central Aslian languages
The Central Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in central Peninsular Malaysia.
 E786073 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: Central Aslian languages | Statement: [Aslian languages, hasSubgroup, Central Aslian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Central Aslian languages
Context triple: [Aslian languages, hasSubgroup, Central Aslian languages]
  • A. 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.
  • B. Kove–Mangseng languages
    The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
  • C. Tai–Kadai languages
    The Tai–Kadai languages are a major language family of Southeast Asia that includes Thai, Lao, and related languages spoken across mainland and parts of southern China.
  • D. 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.
  • E. 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.
  • 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: Central Aslian languages
Triple: [Aslian languages, hasSubgroup, Central Aslian languages]
Generated description
The Central Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in central Peninsular Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Central Aslian languages
Target entity description: The Central Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in central Peninsular Malaysia.
  • A. 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.
  • B. Kove–Mangseng languages
    The Kove–Mangseng languages are a small subgroup of closely related Oceanic languages spoken in parts of Papua New Guinea.
  • C. Tai–Kadai languages
    The Tai–Kadai languages are a major language family of Southeast Asia that includes Thai, Lao, and related languages spoken across mainland and parts of southern China.
  • D. 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.
  • E. 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.
  • 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_69d065d5e81c8190b6687999a87fd559 completed April 4, 2026, 1:13 a.m.
NEDg Description generation batch_69d069ef58148190aa62cb78977356b6 completed April 4, 2026, 1:31 a.m.
NED2 Entity disambiguation (via description) batch_69d06a2444dc81908736cae191af4dd9 completed April 4, 2026, 1:32 a.m.
Created at: March 30, 2026, 7:24 p.m.