Triple

T3427773
Position Surface form Disambiguated ID Type / Status
Subject Samsung Heavy Industries E72264 entity
Predicate partOf P40 FINISHED
Object Samsung Chaebol
Samsung Chaebol is a major South Korean conglomerate comprising numerous affiliated companies across industries such as electronics, shipbuilding, construction, and finance.
 E356383 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: Samsung Chaebol | Statement: [Samsung Heavy Industries, partOf, Samsung Chaebol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Samsung Chaebol
Context triple: [Samsung Heavy Industries, partOf, Samsung Chaebol]
  • A. LG Corporation
    LG Corporation is a major South Korean multinational conglomerate with diversified businesses spanning electronics, chemicals, and telecommunications.
  • B. Kumho Asiana Group
    Kumho Asiana Group is a South Korean conglomerate best known for its transportation and logistics businesses, including ownership of Asiana Airlines.
  • C. Hanwha Engineering & Construction
    Hanwha Engineering & Construction is a South Korean construction and engineering company known for undertaking large-scale international projects, including major stadiums and infrastructure developments.
  • D. Evergrande Group
    Evergrande Group is a major Chinese property developer and conglomerate that expanded aggressively into various sectors, including electric vehicles, before becoming one of the world's most indebted real estate companies.
  • E. SoftBank Group
    SoftBank Group is a Japanese multinational conglomerate holding company best known for its large-scale technology investments and telecommunications businesses.
  • 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: Samsung Chaebol
Triple: [Samsung Heavy Industries, partOf, Samsung Chaebol]
Generated description
Samsung Chaebol is a major South Korean conglomerate comprising numerous affiliated companies across industries such as electronics, shipbuilding, construction, and finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Samsung Chaebol
Target entity description: Samsung Chaebol is a major South Korean conglomerate comprising numerous affiliated companies across industries such as electronics, shipbuilding, construction, and finance.
  • A. LG Corporation
    LG Corporation is a major South Korean multinational conglomerate with diversified businesses spanning electronics, chemicals, and telecommunications.
  • B. Kumho Asiana Group
    Kumho Asiana Group is a South Korean conglomerate best known for its transportation and logistics businesses, including ownership of Asiana Airlines.
  • C. Hanwha Engineering & Construction
    Hanwha Engineering & Construction is a South Korean construction and engineering company known for undertaking large-scale international projects, including major stadiums and infrastructure developments.
  • D. Evergrande Group
    Evergrande Group is a major Chinese property developer and conglomerate that expanded aggressively into various sectors, including electric vehicles, before becoming one of the world's most indebted real estate companies.
  • E. SoftBank Group
    SoftBank Group is a Japanese multinational conglomerate holding company best known for its large-scale technology investments and telecommunications businesses.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb983f4608190abcc27aa7b926deb completed March 8, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35478448481908e1c0f717d99f992 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35546dfa0819081800009fbe8afe3 completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355cecc4c81908ecb5f83e89b4a00 completed March 13, 2026, 12:09 a.m.
Created at: March 8, 2026, 3:15 p.m.