Triple
T23408038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamhung |
E559987
|
entity |
| Predicate | hasNearbyIndustrialArea |
P20649
|
FINISHED |
| Object |
Hungnam industrial district
Hungnam industrial district is a major industrial and chemical manufacturing zone located near Hamhung on North Korea’s east coast.
|
E1585210
|
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: Hungnam industrial district | Statement: [Hamhung, hasNearbyIndustrialArea, Hungnam industrial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hungnam industrial district Context triple: [Hamhung, hasNearbyIndustrialArea, Hungnam industrial district]
-
A.
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.
-
B.
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.
-
C.
Seosan-Dangjin Industrial Zone
The Seosan-Dangjin Industrial Zone is a major coastal industrial area in South Chungcheong Province, South Korea, known for its heavy industries, including steel, petrochemicals, and manufacturing facilities.
-
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.
Gwangmyeong Industrial Complex
Gwangmyeong Industrial Complex is a major industrial zone in Gwangmyeong, South Korea, hosting a concentration of manufacturing and logistics businesses that support the regional 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: Hungnam industrial district Triple: [Hamhung, hasNearbyIndustrialArea, Hungnam industrial district]
Generated description
Hungnam industrial district is a major industrial and chemical manufacturing zone located near Hamhung on North Korea’s east coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hungnam industrial district Target entity description: Hungnam industrial district is a major industrial and chemical manufacturing zone located near Hamhung on North Korea’s east coast.
-
A.
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.
-
B.
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.
-
C.
Seosan-Dangjin Industrial Zone
The Seosan-Dangjin Industrial Zone is a major coastal industrial area in South Chungcheong Province, South Korea, known for its heavy industries, including steel, petrochemicals, and manufacturing facilities.
-
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.
Gwangmyeong Industrial Complex
Gwangmyeong Industrial Complex is a major industrial zone in Gwangmyeong, South Korea, hosting a concentration of manufacturing and logistics businesses that support the regional 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_69e2454b3a5881909c64773dc8a5d289 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1a50f3f90819084fb682597fee1e1 |
completed | April 29, 2026, 6:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c67979c288190a5ef21c30ab4791d |
completed | May 19, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a0c76af50f48190821440853eee0b5d |
completed | May 19, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c77328f508190a3ec8c416e979a69 |
completed | May 19, 2026, 2:44 p.m. |
Created at: April 17, 2026, 5:38 p.m.