Triple
T18761630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanjin Group |
E458781
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Hanjin Transportation
Hanjin Transportation is a South Korean logistics and freight transport company that provides domestic and international shipping, courier, and cargo services.
|
E1346138
|
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, hasSubsidiary, Hanjin Transportation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanjin Transportation Context triple: [Hanjin Group, hasSubsidiary, Hanjin Transportation]
-
A.
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.
-
B.
Hanjin Group
Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
-
C.
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.
-
D.
Hanjin KAL
Hanjin KAL is a South Korean holding company that serves as the de facto parent and control entity of the Hanjin Group conglomerate, which includes major transportation and logistics businesses such as Korean Air.
-
E.
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.
- 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, hasSubsidiary, Hanjin Transportation]
Generated description
Hanjin Transportation is a South Korean logistics and freight transport company that provides domestic and international shipping, courier, and cargo services.
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 freight transport company that provides domestic and international shipping, courier, and cargo services.
-
A.
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.
-
B.
Hanjin Group
Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
-
C.
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.
-
D.
Hanjin KAL
Hanjin KAL is a South Korean holding company that serves as the de facto parent and control entity of the Hanjin Group conglomerate, which includes major transportation and logistics businesses such as Korean Air.
-
E.
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.
- 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_6a05675b46308190b6387e604ae7bfd9 |
completed | May 14, 2026, 6:10 a.m. |
| NEDg | Description generation | batch_6a056a1dd3408190b24d7c797932d153 |
completed | May 14, 2026, 6:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a056a6940948190a9beb4f2ceed172b |
completed | May 14, 2026, 6:23 a.m. |
Created at: April 10, 2026, 11:52 a.m.