Triple

T18761617
Position Surface form Disambiguated ID Type / Status
Subject Hanjin Group E458781 entity
Predicate owns P347 FINISHED
Object Hanjin Transportation
Hanjin Transportation is a South Korean logistics and transportation company providing freight, parcel delivery, and related services as part of the Hanjin Group conglomerate.
E458781 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: Hanjin Transportation | Statement: [Hanjin Group, owns, Hanjin Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hanjin Transportation
Context triple: [Hanjin Group, owns, Hanjin Transportation]
  • A. Hanjin Group
    Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
  • B. Hapag-Lloyd Express
    Hapag-Lloyd Express was a German low-cost airline that operated short-haul flights across Europe in the early 2000s before merging into TUIfly.
  • C. K Line
    K Line is a light rail route in the Los Angeles Metro Rail system serving neighborhoods in South Los Angeles and connecting to key transit hubs.
  • D. Sea-Land Service, Inc.
    Sea-Land Service, Inc. was a pioneering American container shipping company that played a key role in the development and commercialization of modern intermodal containerization in global trade.
  • E. COSCO-HIT Terminals
    COSCO-HIT Terminals is a major container terminal operator in Hong Kong formed as a joint venture between COSCO Shipping Ports and Hutchison Port Holdings, handling a significant share of the port’s container throughput.
  • 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: Hanjin Transportation
Triple: [Hanjin Group, owns, Hanjin Transportation]
Generated description
Hanjin Transportation is a South Korean logistics and transportation company providing freight, parcel delivery, and related services as part of the Hanjin Group conglomerate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hanjin Transportation
Target entity description: Hanjin Transportation is a South Korean logistics and transportation company providing freight, parcel delivery, and related services as part of the Hanjin Group conglomerate.
  • A. Hanjin Group chosen
    Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
  • B. Hapag-Lloyd Express
    Hapag-Lloyd Express was a German low-cost airline that operated short-haul flights across Europe in the early 2000s before merging into TUIfly.
  • C. K Line
    K Line is a light rail route in the Los Angeles Metro Rail system serving neighborhoods in South Los Angeles and connecting to key transit hubs.
  • D. Sea-Land Service, Inc.
    Sea-Land Service, Inc. was a pioneering American container shipping company that played a key role in the development and commercialization of modern intermodal containerization in global trade.
  • E. COSCO-HIT Terminals
    COSCO-HIT Terminals is a major container terminal operator in Hong Kong formed as a joint venture between COSCO Shipping Ports and Hutchison Port Holdings, handling a significant share of the port’s container throughput.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e58d7fd5008190823bc7e37fdd6669 completed April 20, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d3e4f048190b72ec4ed1dec6c55 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053f3c45308190a87170c5d54ff3cd completed May 14, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_6a053fd358a08190a1cd97c02f0e814e completed May 14, 2026, 3:21 a.m.
Created at: April 10, 2026, 11:52 a.m.