Triple

T498612
Position Surface form Disambiguated ID Type / Status
Subject North China E10349 entity
Predicate dominantDialectGroup P1254 FINISHED
Object Northern Mandarin
Northern Mandarin is the largest and most influential group of Mandarin Chinese dialects, forming the basis for Standard Chinese and widely spoken across northern and southwestern China.
E62010 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 Mandarin | Statement: [North China, dominantDialectGroup, Northern Mandarin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Mandarin
Context triple: [North China, dominantDialectGroup, Northern Mandarin]
  • A. Southwestern Mandarin
    Southwestern Mandarin is a major branch of Mandarin Chinese spoken across much of southwestern China, characterized by distinct phonological features and regional variations.
  • B. Beijing dialect
    The Beijing dialect is the Mandarin Chinese variety spoken in Beijing that forms the primary phonological and lexical basis of Standard Chinese.
  • C. Teochew
    Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
  • D. Zhōnghuá Táiběi
    Zhōnghuá Táiběi is the standard Mandarin Chinese name used in international contexts to refer to Chinese Taipei, a designation commonly applied to Taiwan in global organizations and sporting events.
  • E. Cantonese
    Cantonese is a major Chinese language variety spoken primarily in Guangdong province, Hong Kong, Macau, and among overseas Chinese communities worldwide.
  • 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 Mandarin
Triple: [North China, dominantDialectGroup, Northern Mandarin]
Generated description
Northern Mandarin is the largest and most influential group of Mandarin Chinese dialects, forming the basis for Standard Chinese and widely spoken across northern and southwestern China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Mandarin
Target entity description: Northern Mandarin is the largest and most influential group of Mandarin Chinese dialects, forming the basis for Standard Chinese and widely spoken across northern and southwestern China.
  • A. Southwestern Mandarin
    Southwestern Mandarin is a major branch of Mandarin Chinese spoken across much of southwestern China, characterized by distinct phonological features and regional variations.
  • B. Beijing dialect
    The Beijing dialect is the Mandarin Chinese variety spoken in Beijing that forms the primary phonological and lexical basis of Standard Chinese.
  • C. Teochew
    Teochew is a Southern Min Chinese dialect originating from the Chaoshan region of Guangdong, widely spoken in overseas Chinese communities across Southeast Asia.
  • D. Zhōnghuá Táiběi
    Zhōnghuá Táiběi is the standard Mandarin Chinese name used in international contexts to refer to Chinese Taipei, a designation commonly applied to Taiwan in global organizations and sporting events.
  • E. Cantonese
    Cantonese is a major Chinese language variety spoken primarily in Guangdong province, Hong Kong, Macau, and among overseas Chinese communities worldwide.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: dominantDialectGroup
Context triple: [North China, dominantDialectGroup, Northern Mandarin]
  • A. hasMajorDialectGroup chosen
    Indicates that an entity (typically a language) is associated with a primary or major dialect group to which it belongs.
  • B. languageFamilyDominant
    Indicates that one language family holds a primary or prevailing status over others within a given context (such as a region, population, or system).
  • C. majorityLanguageOf
    Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
  • D. hasLanguageGroup
    Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
  • E. regionalDialect
    Indicates that one entity uses or is associated with a dialect specific to a particular geographic region in relation to another entity.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1183e988190bce70932a9678134 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a481efc3a881909575c5981e13a16b completed March 1, 2026, 6:14 p.m.
NEDg Description generation batch_69a48352d91481909fb2119752595927 completed March 1, 2026, 6:20 p.m.
NED2 Entity disambiguation (via description) batch_69a483bb51c48190a0c2d9a3198e0ae2 completed March 1, 2026, 6:21 p.m.
PD Predicate disambiguation batch_69a2edfa87cc8190a77c726a5a55b7d9 completed Feb. 28, 2026, 1:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.