Triple
T7719342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gunsan |
E174966
|
entity |
| Predicate | hasIndustrialComplex |
P13026
|
FINISHED |
| Object |
Gunsan National Industrial Complex
Gunsan National Industrial Complex is a major South Korean industrial zone in Gunsan that hosts a concentration of manufacturing and heavy industry facilities supporting regional and national economic activity.
|
E684558
|
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: Gunsan National Industrial Complex | Statement: [Gunsan, hasIndustrialComplex, Gunsan National Industrial Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gunsan National Industrial Complex Context triple: [Gunsan, hasIndustrialComplex, Gunsan National Industrial Complex]
-
A.
Namdong Industrial Complex
Namdong Industrial Complex is a major industrial park in Incheon, South Korea, hosting a wide range of manufacturing and technology-based companies.
-
B.
Ulsan Mipo National Industrial Complex
Ulsan Mipo National Industrial Complex is a major South Korean industrial zone in Ulsan known for its heavy industries, including shipbuilding, machinery, and related manufacturing facilities.
-
C.
Kim Chaek Iron and Steel Complex
The Kim Chaek Iron and Steel Complex is one of North Korea’s largest and most important industrial facilities, serving as a key center for the country’s steel production.
-
D.
Kaesong Industrial Region
The Kaesong Industrial Region is a special inter-Korean industrial park in North Korea where South Korean companies operated factories using North Korean labor as a symbol of economic cooperation between the two Koreas.
-
E.
Onsan National Industrial Complex
Onsan National Industrial Complex is a major South Korean industrial zone in Ulsan known for its large-scale petrochemical, metal, and heavy manufacturing facilities.
- 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: Gunsan National Industrial Complex Triple: [Gunsan, hasIndustrialComplex, Gunsan National Industrial Complex]
Generated description
Gunsan National Industrial Complex is a major South Korean industrial zone in Gunsan that hosts a concentration of manufacturing and heavy industry facilities supporting regional and national economic activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gunsan National Industrial Complex Target entity description: Gunsan National Industrial Complex is a major South Korean industrial zone in Gunsan that hosts a concentration of manufacturing and heavy industry facilities supporting regional and national economic activity.
-
A.
Namdong Industrial Complex
Namdong Industrial Complex is a major industrial park in Incheon, South Korea, hosting a wide range of manufacturing and technology-based companies.
-
B.
Ulsan Mipo National Industrial Complex
Ulsan Mipo National Industrial Complex is a major South Korean industrial zone in Ulsan known for its heavy industries, including shipbuilding, machinery, and related manufacturing facilities.
-
C.
Kim Chaek Iron and Steel Complex
The Kim Chaek Iron and Steel Complex is one of North Korea’s largest and most important industrial facilities, serving as a key center for the country’s steel production.
-
D.
Kaesong Industrial Region
The Kaesong Industrial Region is a special inter-Korean industrial park in North Korea where South Korean companies operated factories using North Korean labor as a symbol of economic cooperation between the two Koreas.
-
E.
Onsan National Industrial Complex
Onsan National Industrial Complex is a major South Korean industrial zone in Ulsan known for its large-scale petrochemical, metal, and heavy manufacturing facilities.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702eedc088190be645c029dfc462a |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b513f7d481908d2ce64d9685289c |
completed | March 29, 2026, 5:13 a.m. |
| NEDg | Description generation | batch_69c8b6f7148081908f699bd5600b6c57 |
completed | March 29, 2026, 5:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b7590ac08190ae43036828235ca7 |
completed | March 29, 2026, 5:23 a.m. |
Created at: March 27, 2026, 4:05 p.m.