Triple
T13112510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hwaseong |
E311006
|
entity |
| Predicate | hasIndustrialComplex |
P13026
|
FINISHED |
| Object |
Balan Industrial Complex
Balan Industrial Complex is a major industrial zone in Hwaseong, South Korea, hosting a variety of manufacturing and logistics facilities.
|
E1021539
|
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: Balan Industrial Complex | Statement: [Hwaseong, hasIndustrialComplex, Balan Industrial Complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balan Industrial Complex Context triple: [Hwaseong, hasIndustrialComplex, Balan 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.
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.
-
C.
Ruwais industrial complex
Ruwais industrial complex is a major industrial hub in the United Arab Emirates, centered on oil refining, petrochemicals, and related heavy industries.
-
D.
Devnya industrial complex
The Devnya industrial complex is a major Bulgarian industrial hub known for its large-scale chemical, cement, and fertilizer production facilities.
-
E.
Scheibler industrial complex
The Scheibler industrial complex is a historic 19th-century textile manufacturing district in Łódź, Poland, developed by the industrialist Scheibler family and notable for its extensive brick factory buildings and workers’ housing.
- 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: Balan Industrial Complex Triple: [Hwaseong, hasIndustrialComplex, Balan Industrial Complex]
Generated description
Balan Industrial Complex is a major industrial zone in Hwaseong, South Korea, hosting a variety of manufacturing and logistics facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balan Industrial Complex Target entity description: Balan Industrial Complex is a major industrial zone in Hwaseong, South Korea, hosting a variety of manufacturing and logistics facilities.
-
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.
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.
-
C.
Ruwais industrial complex
Ruwais industrial complex is a major industrial hub in the United Arab Emirates, centered on oil refining, petrochemicals, and related heavy industries.
-
D.
Devnya industrial complex
The Devnya industrial complex is a major Bulgarian industrial hub known for its large-scale chemical, cement, and fertilizer production facilities.
-
E.
Scheibler industrial complex
The Scheibler industrial complex is a historic 19th-century textile manufacturing district in Łódź, Poland, developed by the industrialist Scheibler family and notable for its extensive brick factory buildings and workers’ housing.
- 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.