Triple

T9192176
Position Surface form Disambiguated ID Type / Status
Subject Aslian languages E220616 entity
Predicate hasSubgroup P747 FINISHED
Object Southern Aslian languages
Southern Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in the southern part of the Malay Peninsula.
 E786737 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: Southern Aslian languages | Statement: [Aslian languages, hasSubgroup, Southern Aslian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Aslian languages
Context triple: [Aslian languages, hasSubgroup, Southern 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. 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.
  • C. Central-Eastern Malakula languages
    The Central-Eastern Malakula languages are a subgroup of closely related Oceanic languages spoken on the island of Malakula in Vanuatu.
  • 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. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • 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: Southern Aslian languages
Triple: [Aslian languages, hasSubgroup, Southern Aslian languages]
Generated description
Southern Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in the southern part of the Malay Peninsula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Aslian languages
Target entity description: Southern Aslian languages are a subgroup of the Aslian branch of the Austroasiatic language family, spoken primarily by indigenous communities in the southern part of the Malay Peninsula.
  • 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. 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.
  • C. Central-Eastern Malakula languages
    The Central-Eastern Malakula languages are a subgroup of closely related Oceanic languages spoken on the island of Malakula in Vanuatu.
  • 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. Penutian languages
    Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
  • 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_69d077797be081908300a5baa0041ce5 completed April 4, 2026, 2:29 a.m.
NEDg Description generation batch_69d078c3d0348190abc0f4108e4f8192 completed April 4, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69d07923bef48190a6c949d4fedc1342 completed April 4, 2026, 2:36 a.m.
Created at: March 30, 2026, 7:24 p.m.