Triple

T21630910
Position Surface form Disambiguated ID Type / Status
Subject Hanwha Group E533824 entity
Predicate hasDivision P35 FINISHED
Object Hanwha Ocean
Hanwha Ocean is a South Korean shipbuilding and marine engineering company known for constructing commercial vessels, naval ships, and offshore structures.
 E1493567 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: Hanwha Ocean | Statement: [Hanwha Group, hasDivision, Hanwha Ocean]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hanwha Ocean
Context triple: [Hanwha Group, hasDivision, Hanwha Ocean]
  • A. Hyundai Samho Heavy Industries
    Hyundai Samho Heavy Industries is a major South Korean shipbuilding company known for constructing large commercial vessels such as container ships, tankers, and LNG carriers.
  • B. Daewoo Shipbuilding & Marine Engineering
    Daewoo Shipbuilding & Marine Engineering is a major South Korean shipbuilding and offshore engineering company known for constructing large commercial vessels and marine structures.
  • C. Hansan
    Hansan was an important early capital city of the ancient Korean kingdom of Baekje during the reign of King Geunchogo.
  • D. Hyundai Heavy Industries
    Hyundai Heavy Industries is a South Korean multinational conglomerate best known as one of the world’s largest shipbuilding and heavy industrial engineering companies.
  • E. Sinpo South Shipyard
    Sinpo South Shipyard is a major North Korean naval construction facility believed to be central to the development and deployment of the country’s ballistic missile submarine capabilities.
  • 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: Hanwha Ocean
Triple: [Hanwha Group, hasDivision, Hanwha Ocean]
Generated description
Hanwha Ocean is a South Korean shipbuilding and marine engineering company known for constructing commercial vessels, naval ships, and offshore structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hanwha Ocean
Target entity description: Hanwha Ocean is a South Korean shipbuilding and marine engineering company known for constructing commercial vessels, naval ships, and offshore structures.
  • A. Hyundai Samho Heavy Industries
    Hyundai Samho Heavy Industries is a major South Korean shipbuilding company known for constructing large commercial vessels such as container ships, tankers, and LNG carriers.
  • B. Daewoo Shipbuilding & Marine Engineering
    Daewoo Shipbuilding & Marine Engineering is a major South Korean shipbuilding and offshore engineering company known for constructing large commercial vessels and marine structures.
  • C. Hansan
    Hansan was an important early capital city of the ancient Korean kingdom of Baekje during the reign of King Geunchogo.
  • D. Hyundai Heavy Industries
    Hyundai Heavy Industries is a South Korean multinational conglomerate best known as one of the world’s largest shipbuilding and heavy industrial engineering companies.
  • E. Sinpo South Shipyard
    Sinpo South Shipyard is a major North Korean naval construction facility believed to be central to the development and deployment of the country’s ballistic missile submarine capabilities.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef521679fc81909c94d42439fda4ba completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f97ba188190b00ddfbbeee22499 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a1020e67c8190a6faf7e8e458d48e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10ac13288190a1fbf21fa67a4ed2 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.