Triple
T13992428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gumi, South Korea |
E336613
|
entity |
| Predicate | hasIndustrialComplex |
P13026
|
FINISHED |
| Object |
Gumi National Industrial Complex
Gumi National Industrial Complex is a major South Korean industrial zone known for its concentration of high-tech electronics and manufacturing companies.
|
E1073709
|
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: Gumi National Industrial Complex | Statement: [Gumi, South Korea, hasIndustrialComplex, Gumi National Industrial Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gumi National Industrial Complex Context triple: [Gumi, South Korea, hasIndustrialComplex, Gumi National Industrial Complex]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Sasang Industrial Complex
Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
-
E.
Cheonan Industrial Complex
Cheonan Industrial Complex is a major manufacturing and logistics hub in Cheonan, South Korea, hosting a concentration of factories and industrial facilities that support the region’s economy.
- 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: Gumi National Industrial Complex Triple: [Gumi, South Korea, hasIndustrialComplex, Gumi National Industrial Complex]
Generated description
Gumi National Industrial Complex is a major South Korean industrial zone known for its concentration of high-tech electronics and manufacturing companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gumi National Industrial Complex Target entity description: Gumi National Industrial Complex is a major South Korean industrial zone known for its concentration of high-tech electronics and manufacturing companies.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Sasang Industrial Complex
Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
-
E.
Cheonan Industrial Complex
Cheonan Industrial Complex is a major manufacturing and logistics hub in Cheonan, South Korea, hosting a concentration of factories and industrial facilities that support the region’s economy.
- 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_69d81c639e808190a0e4b4f3d31c6a59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2eb3b5d881909f15a1e08bb202f3 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbac98ca448190b585ef69a4e4bfca |
completed | May 6, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69fbae8f83f481909ac16d4bb66ea79d |
completed | May 6, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fbaf702c94819095347e2599ae9931 |
completed | May 6, 2026, 9:15 p.m. |
Created at: April 9, 2026, 10:19 p.m.