Triple
T13112509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hwaseong |
E311006
|
entity |
| Predicate | hasIndustrialComplex |
P13026
|
FINISHED |
| Object |
Hwaseong Industrial Complex
Hwaseong Industrial Complex is a major industrial zone in Hwaseong, South Korea, hosting a concentration of manufacturing and technology-related businesses.
|
E1021538
|
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: Hwaseong Industrial Complex | Statement: [Hwaseong, hasIndustrialComplex, Hwaseong Industrial Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hwaseong Industrial Complex Context triple: [Hwaseong, hasIndustrialComplex, Hwaseong Industrial Complex]
-
A.
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.
-
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.
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.
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.
-
E.
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.
- 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: Hwaseong Industrial Complex Triple: [Hwaseong, hasIndustrialComplex, Hwaseong Industrial Complex]
Generated description
Hwaseong Industrial Complex is a major industrial zone in Hwaseong, South Korea, hosting a concentration of manufacturing and technology-related businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hwaseong Industrial Complex Target entity description: Hwaseong Industrial Complex is a major industrial zone in Hwaseong, South Korea, hosting a concentration of manufacturing and technology-related businesses.
-
A.
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.
-
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.
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.
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.
-
E.
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.
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9817f8ee8819084078b4bec5e4f18 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e27f5c4481909bc323c9d0c83dc9 |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e32bf5508190b4dc58971f8f64d0 |
completed | May 3, 2026, 5:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e407dd988190b928b8931985a815 |
completed | May 3, 2026, 5:58 a.m. |
Created at: April 9, 2026, 9:05 p.m.