Triple

T18411419
Position Surface form Disambiguated ID Type / Status
Subject Guangzhou–Shenzhen intercity railway stations E441766 entity
Predicate areOperatedBy P62102 FINISHED
Object China Railway Guangzhou Group NE NERFINISHED

How this triple was built (3 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: China Railway Guangzhou Group | Statement: [Guangzhou–Shenzhen intercity railway stations, areOperatedBy, China Railway Guangzhou Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: China Railway Guangzhou Group
Context triple: [Guangzhou–Shenzhen intercity railway stations, areOperatedBy, China Railway Guangzhou Group]
  • A. China Railway Guangzhou Group chosen
    China Railway Guangzhou Group is a regional subsidiary of China State Railway Group responsible for operating and managing railway services across parts of southern China, including Guangdong, Hunan, and Hainan provinces.
  • B. China Railway Nanning Group
    China Railway Nanning Group is a regional subsidiary of China Railway responsible for managing and operating railway services in and around Nanning and parts of southern China.
  • C. China Railway Shanghai Group
    China Railway Shanghai Group is a regional subsidiary of China State Railway Group responsible for operating and managing railway services in the Shanghai and surrounding eastern China area.
  • D. China Railway Beijing Group
    China Railway Beijing Group is a regional subsidiary of China State Railway Group responsible for operating and managing railway services and infrastructure in the Beijing-Tianjin-Hebei area.
  • E. China Railway Nanchang Group
    China Railway Nanchang Group is a regional subsidiary of China State Railway Group responsible for operating and managing railway services in parts of southeastern China, including sections of the coastal Fujian–Guangdong corridor.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: areOperatedBy
Context triple: [Guangzhou–Shenzhen intercity railway stations, areOperatedBy, China Railway Guangzhou Group]
  • A. alsoOperatedBy
    Indicates that an entity is additionally operated or managed by another operator, alongside any primary or other operators.
  • B. oftenOperatedBy
    Indicates that an entity is frequently or typically operated, controlled, or run by another entity.
  • C. operatedByCompany chosen
    Indicates that an entity is run, managed, or controlled by a specific company.
  • D. operatesBy
    Indicates that an entity performs its function, action, or process through the use or application of another entity (e.g., a method, mechanism, or principle).
  • E. mayBeOperatedBy
    Indicates that an entity has the potential or permission to be operated, controlled, or run by another entity.
  • F. None of above.

Provenance (3 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51a24e130819082b92f98d8d5fa3c completed April 19, 2026, 6:08 p.m.
PD Predicate disambiguation batch_69e469bf7f74819096a01173493412c2 completed April 19, 2026, 5:35 a.m.
Created at: April 10, 2026, 10:47 a.m.