Triple
T6774707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Onsan National Industrial Complex |
E155126
|
entity |
| Predicate | timePeriod |
P302
|
FINISHED |
| Object |
Heavy and Chemical Industrialization era of South Korea
The Heavy and Chemical Industrialization era of South Korea was a state-led development drive in the 1970s and early 1980s that rapidly expanded heavy industries such as steel, petrochemicals, shipbuilding, and machinery, transforming the country into a major industrial economy.
|
E617114
|
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: Heavy and Chemical Industrialization era of South Korea | Statement: [Onsan National Industrial Complex, timePeriod, Heavy and Chemical Industrialization era of South Korea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heavy and Chemical Industrialization era of South Korea Context triple: [Onsan National Industrial Complex, timePeriod, Heavy and Chemical Industrialization era of South Korea]
-
A.
Kader Factory for Developed Industries
Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
-
B.
The Industrial Development of Poland
The Industrial Development of Poland is Rosa Luxemburg’s influential doctoral dissertation analyzing the growth of capitalism and industrialization in Poland within the broader context of the Russian Empire.
-
C.
Soviet Civil Administration in Korea
The Soviet Civil Administration in Korea was the Soviet military government that controlled and oversaw the northern part of the Korean Peninsula after Japan’s surrender in World War II, laying the groundwork for the establishment of North Korea.
-
D.
North Korean economy
The North Korean economy is a highly centralized, state-controlled system characterized by chronic inefficiencies, international sanctions, and heavy reliance on limited foreign trade and aid.
-
E.
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.
- 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: Heavy and Chemical Industrialization era of South Korea Triple: [Onsan National Industrial Complex, timePeriod, Heavy and Chemical Industrialization era of South Korea]
Generated description
The Heavy and Chemical Industrialization era of South Korea was a state-led development drive in the 1970s and early 1980s that rapidly expanded heavy industries such as steel, petrochemicals, shipbuilding, and machinery, transforming the country into a major industrial economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heavy and Chemical Industrialization era of South Korea Target entity description: The Heavy and Chemical Industrialization era of South Korea was a state-led development drive in the 1970s and early 1980s that rapidly expanded heavy industries such as steel, petrochemicals, shipbuilding, and machinery, transforming the country into a major industrial economy.
-
A.
Kader Factory for Developed Industries
Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
-
B.
The Industrial Development of Poland
The Industrial Development of Poland is Rosa Luxemburg’s influential doctoral dissertation analyzing the growth of capitalism and industrialization in Poland within the broader context of the Russian Empire.
-
C.
Soviet Civil Administration in Korea
The Soviet Civil Administration in Korea was the Soviet military government that controlled and oversaw the northern part of the Korean Peninsula after Japan’s surrender in World War II, laying the groundwork for the establishment of North Korea.
-
D.
North Korean economy
The North Korean economy is a highly centralized, state-controlled system characterized by chronic inefficiencies, international sanctions, and heavy reliance on limited foreign trade and aid.
-
E.
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.
- 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_69c68812ef7c819099369f51febb725c |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d24ddaf08190baffbff991eeb458 |
completed | March 27, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c712ca48d88190b9f47b23264d4264 |
completed | March 27, 2026, 11:29 p.m. |
| NEDg | Description generation | batch_69c713d2fad881909ac1b96ba4353bfe |
completed | March 27, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71478072481909e396a2ac39f0f3a |
completed | March 27, 2026, 11:36 p.m. |
Created at: March 27, 2026, 2:13 p.m.