Triple

T13299363
Position Surface form Disambiguated ID Type / Status
Subject Tai Phake language E316765 entity
Predicate relatedLanguageGroup P3349 FINISHED
Object Northern Shan languages
The Northern Shan languages are a subgroup of Southwestern Tai languages spoken primarily in northern Myanmar and neighboring regions, closely related to other Shan and Tai varieties.
E1033817 NE FINISHED

How this triple was built (5 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 Shan languages | Statement: [Tai Phake language, relatedLanguageGroup, Northern Shan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Shan languages
Context triple: [Tai Phake language, relatedLanguageGroup, Northern Shan languages]
  • A. Northern Tai languages
    The Northern Tai languages are a branch of the Tai language family spoken primarily in southern China and neighboring regions, closely related to but distinct from the Southwestern Tai languages such as Thai and Lao.
  • B. Central Tai languages
    Central Tai languages are a subgroup of the Tai language family spoken primarily in parts of southern China and northern Vietnam, sharing common phonological and lexical features that distinguish them from other Tai branches.
  • C. Northwestern Tai languages
    The Northwestern Tai languages are a branch of the Tai language family spoken primarily in parts of southern China and Southeast Asia, characterized by tonal systems and close linguistic relations to other Tai varieties.
  • D. Northern Min dialects
    The Northern Min dialects are a group of Sinitic varieties spoken primarily in northern Fujian province, characterized by significant phonological and lexical differences from other Min Chinese dialects.
  • E. 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.
  • 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 Shan languages
Triple: [Tai Phake language, relatedLanguageGroup, Northern Shan languages]
Generated description
The Northern Shan languages are a subgroup of Southwestern Tai languages spoken primarily in northern Myanmar and neighboring regions, closely related to other Shan and Tai varieties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Shan languages
Target entity description: The Northern Shan languages are a subgroup of Southwestern Tai languages spoken primarily in northern Myanmar and neighboring regions, closely related to other Shan and Tai varieties.
  • A. Northern Tai languages
    The Northern Tai languages are a branch of the Tai language family spoken primarily in southern China and neighboring regions, closely related to but distinct from the Southwestern Tai languages such as Thai and Lao.
  • B. Central Tai languages
    Central Tai languages are a subgroup of the Tai language family spoken primarily in parts of southern China and northern Vietnam, sharing common phonological and lexical features that distinguish them from other Tai branches.
  • C. Northwestern Tai languages
    The Northwestern Tai languages are a branch of the Tai language family spoken primarily in parts of southern China and Southeast Asia, characterized by tonal systems and close linguistic relations to other Tai varieties.
  • D. Northern Min dialects
    The Northern Min dialects are a group of Sinitic varieties spoken primarily in northern Fujian province, characterized by significant phonological and lexical differences from other Min Chinese dialects.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: relatedLanguageGroup
Context triple: [Tai Phake language, relatedLanguageGroup, Northern Shan languages]
  • A. linkedToLanguage
    Indicates that an entity has an association or connection with a specific language, such as being expressed in, related to, or dependent on that language.
  • B. linguisticallyRelatedTo
    Indicates that two entities are connected through a linguistic relationship, such as sharing a common language, origin, structure, or other language-based association.
  • C. hasLanguageGroup chosen
    Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
  • D. closelyAssociatedLanguage
    Indicates that one language is closely connected to another, such as through frequent co-use, mutual influence, or strong cultural or regional association.
  • E. majorLanguageGroupOf
    Indicates that one language group is the primary or dominant linguistic classification to which another language or set of languages belongs.
  • F. None of above.

Provenance (6 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99cfdc9388190af1fdd3cd4717bd8 completed April 11, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716dd0cd88190b0ae81b402fc31cf completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f71842a8808190ae4ef8b22bdbd0c6 completed May 3, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69f71908236481909140a5953ec44498 completed May 3, 2026, 9:44 a.m.
PD Predicate disambiguation batch_69d98f6893708190aeebf4c47386cff7 completed April 11, 2026, 12:01 a.m.
Created at: April 9, 2026, 9:28 p.m.