Triple
T18761619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanjin Group |
E458781
|
entity |
| Predicate | formerSubsidiary |
P6796
|
FINISHED |
| Object |
Hanjin Shipping
Hanjin Shipping was a major South Korean container shipping company that was once one of the world’s largest carriers before its high-profile bankruptcy in 2016.
|
E1342524
|
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 Shipping | Statement: [Hanjin Group, formerSubsidiary, Hanjin Shipping]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanjin Shipping Context triple: [Hanjin Group, formerSubsidiary, Hanjin Shipping]
-
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.
Evergreen Marine
Evergreen Marine is a major Taiwanese container shipping company known for operating one of the world’s largest fleets of container vessels.
-
E.
BP Shipping
BP Shipping is the maritime transport and logistics arm of BP, responsible for managing the company’s global fleet and seaborne movement of oil, gas, and related products.
- 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 Shipping Triple: [Hanjin Group, formerSubsidiary, Hanjin Shipping]
Generated description
Hanjin Shipping was a major South Korean container shipping company that was once one of the world’s largest carriers before its high-profile bankruptcy in 2016.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hanjin Shipping Target entity description: Hanjin Shipping was a major South Korean container shipping company that was once one of the world’s largest carriers before its high-profile bankruptcy in 2016.
-
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.
Evergreen Marine
Evergreen Marine is a major Taiwanese container shipping company known for operating one of the world’s largest fleets of container vessels.
-
E.
BP Shipping
BP Shipping is the maritime transport and logistics arm of BP, responsible for managing the company’s global fleet and seaborne movement of oil, gas, and related products.
- 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_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_6a05470eb550819087e4f32098a73442 |
completed | May 14, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_6a0549e14de88190b1eb15a71fa8096c |
completed | May 14, 2026, 4:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a054a49696c8190878c6906f0e251e8 |
completed | May 14, 2026, 4:06 a.m. |
Created at: April 10, 2026, 11:52 a.m.