Triple

T14845210
Position Surface form Disambiguated ID Type / Status
Subject New Oriental Education & Technology Group E349067 entity
Predicate hasSubsidiary P254 FINISHED
Object Koolearn Technology Holding Limited
Koolearn Technology Holding Limited is a Chinese online education and technology company best known for providing digital learning services and platforms under the New Oriental brand.
E349067 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: Koolearn Technology Holding Limited | Statement: [New Oriental Education & Technology Group, hasSubsidiary, Koolearn Technology Holding Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Koolearn Technology Holding Limited
Context triple: [New Oriental Education & Technology Group, hasSubsidiary, Koolearn Technology Holding Limited]
  • A. Xiaoju Technology
    Xiaoju Technology is the former corporate name of Didi Chuxing, the Chinese ride-hailing and mobility technology company.
  • B. New Oriental Education & Technology Group
    New Oriental Education & Technology Group is a major Chinese private education services company best known for its test-preparation, language training, and overseas study consulting programs.
  • C. Chi Mei Corporation
    Chi Mei Corporation is a Taiwanese petrochemical and plastics manufacturer that also supports cultural and philanthropic initiatives, including operating the Chi Mei Museum.
  • D. Kiwi Enterprises
    Kiwi Enterprises was a software company best known for its network management and logging tools before being acquired by SolarWinds.
  • E. Keio Corporation
    Keio Corporation is a major Japanese private railway and transportation company operating rail lines and related services in the Tokyo metropolitan area.
  • 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: Koolearn Technology Holding Limited
Triple: [New Oriental Education & Technology Group, hasSubsidiary, Koolearn Technology Holding Limited]
Generated description
Koolearn Technology Holding Limited is a Chinese online education and technology company best known for providing digital learning services and platforms under the New Oriental brand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Koolearn Technology Holding Limited
Target entity description: Koolearn Technology Holding Limited is a Chinese online education and technology company best known for providing digital learning services and platforms under the New Oriental brand.
  • A. Xiaoju Technology
    Xiaoju Technology is the former corporate name of Didi Chuxing, the Chinese ride-hailing and mobility technology company.
  • B. New Oriental Education & Technology Group chosen
    New Oriental Education & Technology Group is a major Chinese private education services company best known for its test-preparation, language training, and overseas study consulting programs.
  • C. Chi Mei Corporation
    Chi Mei Corporation is a Taiwanese petrochemical and plastics manufacturer that also supports cultural and philanthropic initiatives, including operating the Chi Mei Museum.
  • D. Kiwi Enterprises
    Kiwi Enterprises was a software company best known for its network management and logging tools before being acquired by SolarWinds.
  • E. Keio Corporation
    Keio Corporation is a major Japanese private railway and transportation company operating rail lines and related services in the Tokyo metropolitan area.
  • F. None of above.

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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded291103c8190a64cfe700bfee197 completed April 14, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe65010190819083ec051eb5d82839 completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe66bae148819080b3d6d3526a0dbb completed May 8, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69fe6736ff34819098524e4401a414aa completed May 8, 2026, 10:44 p.m.
Created at: April 10, 2026, 1:53 a.m.