Triple
T5819578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanwha Aerospace |
E129073
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object |
Changwon, South Gyeongsang, South Korea
Changwon, in South Gyeongsang Province, is a major industrial and planned city in southeastern South Korea known for its manufacturing sector and modern urban layout.
|
E548165
|
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: Changwon, South Gyeongsang, South Korea | Statement: [Hanwha Aerospace, headquartersLocation, Changwon, South Gyeongsang, South Korea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changwon, South Gyeongsang, South Korea Context triple: [Hanwha Aerospace, headquartersLocation, Changwon, South Gyeongsang, South Korea]
-
A.
Gunsan, South Korea
Gunsan, South Korea is a coastal industrial city in North Jeolla Province known for its port, manufacturing facilities, and role as a regional transportation hub.
-
B.
Jeonju, South Korea
Jeonju, South Korea is a historic city renowned for its well-preserved Hanok Village, traditional Korean culture, and as the birthplace of the dish bibimbap.
-
C.
Gwangju, Gyeonggi
Gwangju, Gyeonggi is a city in South Korea known for its blend of suburban residential areas, light industry, and historical sites within the Seoul Capital Area.
-
D.
Suwon, South Korea
Suwon, South Korea is a major city just south of Seoul known for its high-tech industry and the UNESCO-listed Hwaseong Fortress.
-
E.
Jinju, South Korea
Jinju, South Korea is a historic city in South Gyeongsang Province known for its riverside fortress, role in the Imjin War, and annual lantern festival.
- 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: Changwon, South Gyeongsang, South Korea Triple: [Hanwha Aerospace, headquartersLocation, Changwon, South Gyeongsang, South Korea]
Generated description
Changwon, in South Gyeongsang Province, is a major industrial and planned city in southeastern South Korea known for its manufacturing sector and modern urban layout.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changwon, South Gyeongsang, South Korea Target entity description: Changwon, in South Gyeongsang Province, is a major industrial and planned city in southeastern South Korea known for its manufacturing sector and modern urban layout.
-
A.
Gunsan, South Korea
Gunsan, South Korea is a coastal industrial city in North Jeolla Province known for its port, manufacturing facilities, and role as a regional transportation hub.
-
B.
Jeonju, South Korea
Jeonju, South Korea is a historic city renowned for its well-preserved Hanok Village, traditional Korean culture, and as the birthplace of the dish bibimbap.
-
C.
Gwangju, Gyeonggi
Gwangju, Gyeonggi is a city in South Korea known for its blend of suburban residential areas, light industry, and historical sites within the Seoul Capital Area.
-
D.
Suwon, South Korea
Suwon, South Korea is a major city just south of Seoul known for its high-tech industry and the UNESCO-listed Hwaseong Fortress.
-
E.
Jinju, South Korea
Jinju, South Korea is a historic city in South Gyeongsang Province known for its riverside fortress, role in the Imjin War, and annual lantern festival.
- 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c033e477c08190a8bd37c879e6b6b8 |
completed | March 22, 2026, 6:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0985399488190bcab9702e3b88539 |
completed | March 23, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c0990d00e88190b9f2b34a8cedda3a |
completed | March 23, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099770ca88190a91815ec055f6df8 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:53 p.m.