Triple

T11137257
Position Surface form Disambiguated ID Type / Status
Subject Kam–Sui languages E263446 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Mak language
Mak language is a lesser-known Kam–Sui language spoken by an ethnic minority community in southern China, primarily in Guizhou Province.
 E908080 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: Mak language | Statement: [Kam–Sui languages, hasMemberLanguage, Mak language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mak language
Context triple: [Kam–Sui languages, hasMemberLanguage, Mak language]
  • A. Makah language
    The Makah language is a critically endangered Southern Wakashan language traditionally spoken by the Makah people of the northwestern Olympic Peninsula in Washington State, USA.
  • B. Makasae language
    The Makasae language is a Papuan language spoken primarily in the eastern part of Timor-Leste by the Makasae people.
  • C. Makurap language
    The Makurap language is an indigenous Tupian language spoken by the Makurap people of the Amazon region in Brazil.
  • D. Makushi language
    The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
  • E. Wik-Mungkan language
    Wik-Mungkan is an Australian Aboriginal language spoken by the Wik-Mungkan people of Cape York Peninsula in Queensland and is one of the better-documented members of the Pama–Nyungan family.
  • 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: Mak language
Triple: [Kam–Sui languages, hasMemberLanguage, Mak language]
Generated description
Mak language is a lesser-known Kam–Sui language spoken by an ethnic minority community in southern China, primarily in Guizhou Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mak language
Target entity description: Mak language is a lesser-known Kam–Sui language spoken by an ethnic minority community in southern China, primarily in Guizhou Province.
  • A. Makah language
    The Makah language is a critically endangered Southern Wakashan language traditionally spoken by the Makah people of the northwestern Olympic Peninsula in Washington State, USA.
  • B. Makasae language
    The Makasae language is a Papuan language spoken primarily in the eastern part of Timor-Leste by the Makasae people.
  • C. Makurap language
    The Makurap language is an indigenous Tupian language spoken by the Makurap people of the Amazon region in Brazil.
  • D. Makushi language
    The Makushi language is an indigenous Cariban language spoken primarily by the Makushi people in northern Brazil and southern Guyana.
  • E. Wik-Mungkan language
    Wik-Mungkan is an Australian Aboriginal language spoken by the Wik-Mungkan people of Cape York Peninsula in Queensland and is one of the better-documented members of the Pama–Nyungan family.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e85f2ea48190bf1ff63af1d7d236 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e442030b588190bc958030f30b648a completed April 19, 2026, 2:46 a.m.
NEDg Description generation batch_69e44c09163481909d6a469b1e50b6ff completed April 19, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e4519f4d408190be9863c72006ecad completed April 19, 2026, 3:53 a.m.
Created at: April 8, 2026, 9:28 p.m.