Triple

T8532536
Position Surface form Disambiguated ID Type / Status
Subject Nanning–Guangzhou High-Speed Railway E201989 entity
Predicate passesThroughRegion P3448 FINISHED
Object western Guangdong
Western Guangdong is a coastal region in southern China known for its mix of industrial cities, agricultural areas, and transportation links connecting it to major hubs like Guangzhou and Guangxi.
E740224 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: western Guangdong | Statement: [Nanning–Guangzhou High-Speed Railway, passesThroughRegion, western Guangdong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: western Guangdong
Context triple: [Nanning–Guangzhou High-Speed Railway, passesThroughRegion, western Guangdong]
  • A. southern China
    Southern China is a culturally and linguistically diverse region of China, encompassing provinces such as Guangdong, Guangxi, Fujian, and Hainan, known historically as a major source of Chinese migration and a hub of maritime trade.
  • B. Guangdong Province
    Guangdong Province is a populous and economically vital coastal region in southern China, known for major cities like Guangzhou and Shenzhen and its role as a manufacturing and trade hub.
  • C. Chaozhou
    Chaozhou is a historic city in eastern Guangdong, China, known for its distinctive Teochew culture, cuisine, language, and traditional arts.
  • D. Lingnan
    Lingnan is a historic cultural and geographic region of southern China, centered on modern Guangdong and Guangxi, known for its distinct Cantonese language, cuisine, and traditions.
  • E. North Guang
    North Guang is a subgroup of the Guang branch of the Niger-Congo language family, comprising several closely related languages spoken primarily in Ghana.
  • 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: western Guangdong
Triple: [Nanning–Guangzhou High-Speed Railway, passesThroughRegion, western Guangdong]
Generated description
Western Guangdong is a coastal region in southern China known for its mix of industrial cities, agricultural areas, and transportation links connecting it to major hubs like Guangzhou and Guangxi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: western Guangdong
Target entity description: Western Guangdong is a coastal region in southern China known for its mix of industrial cities, agricultural areas, and transportation links connecting it to major hubs like Guangzhou and Guangxi.
  • A. southern China
    Southern China is a culturally and linguistically diverse region of China, encompassing provinces such as Guangdong, Guangxi, Fujian, and Hainan, known historically as a major source of Chinese migration and a hub of maritime trade.
  • B. Guangdong Province
    Guangdong Province is a populous and economically vital coastal region in southern China, known for major cities like Guangzhou and Shenzhen and its role as a manufacturing and trade hub.
  • C. Chaozhou
    Chaozhou is a historic city in eastern Guangdong, China, known for its distinctive Teochew culture, cuisine, language, and traditional arts.
  • D. Lingnan
    Lingnan is a historic cultural and geographic region of southern China, centered on modern Guangdong and Guangxi, known for its distinct Cantonese language, cuisine, and traditions.
  • E. North Guang
    North Guang is a subgroup of the Guang branch of the Niger-Congo language family, comprising several closely related languages spoken primarily in Ghana.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe676e2ac8190b65a3d2a935776fd completed March 31, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d70f81881908ac784608ad7a2aa completed April 2, 2026, 1:21 p.m.
NEDg Description generation batch_69ce6e69213c8190add7eb9cc74b1a33 completed April 2, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f28ae6481909a8a13613f3eb5e0 completed April 2, 2026, 1:29 p.m.
Created at: March 30, 2026, 6:17 p.m.