Triple
T18309664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James von Klemperer |
E438587
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Seoul CBD master plan projects
Seoul CBD master plan projects are large-scale urban planning and architectural schemes that reshape the central business district of Seoul with a focus on high-density mixed-use development, public space, and sustainable city design.
|
E1317542
|
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: Seoul CBD master plan projects | Statement: [James von Klemperer, notableWork, Seoul CBD master plan projects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seoul CBD master plan projects Context triple: [James von Klemperer, notableWork, Seoul CBD master plan projects]
-
A.
Songdo International Business District
Songdo International Business District is a master-planned smart city and global business hub built on reclaimed land in Incheon, South Korea, known for its advanced infrastructure and eco-friendly urban design.
-
B.
Ilsan New Town
Ilsan New Town is a planned residential and commercial district in Goyang, South Korea, known for its modern urban design, parks, and convenient access to Seoul.
-
C.
Daedeok Science Town
Daedeok Science Town is a major research and development hub in South Korea, known for its concentration of high-tech industries, government research institutes, and universities.
-
D.
Kangbashi New Area
Kangbashi New Area is a planned urban district in Ordos, Inner Mongolia, widely noted for its rapid development, ambitious architecture, and reputation as a modern "ghost city" due to initially low population levels.
-
E.
Busan Metro urban zone
The Busan Metro urban zone is the primary fare zone covering the central metropolitan area of Busan’s subway network, encompassing major downtown and commercial districts.
- 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: Seoul CBD master plan projects Triple: [James von Klemperer, notableWork, Seoul CBD master plan projects]
Generated description
Seoul CBD master plan projects are large-scale urban planning and architectural schemes that reshape the central business district of Seoul with a focus on high-density mixed-use development, public space, and sustainable city design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Seoul CBD master plan projects Target entity description: Seoul CBD master plan projects are large-scale urban planning and architectural schemes that reshape the central business district of Seoul with a focus on high-density mixed-use development, public space, and sustainable city design.
-
A.
Songdo International Business District
Songdo International Business District is a master-planned smart city and global business hub built on reclaimed land in Incheon, South Korea, known for its advanced infrastructure and eco-friendly urban design.
-
B.
Ilsan New Town
Ilsan New Town is a planned residential and commercial district in Goyang, South Korea, known for its modern urban design, parks, and convenient access to Seoul.
-
C.
Daedeok Science Town
Daedeok Science Town is a major research and development hub in South Korea, known for its concentration of high-tech industries, government research institutes, and universities.
-
D.
Kangbashi New Area
Kangbashi New Area is a planned urban district in Ordos, Inner Mongolia, widely noted for its rapid development, ambitious architecture, and reputation as a modern "ghost city" due to initially low population levels.
-
E.
Busan Metro urban zone
The Busan Metro urban zone is the primary fare zone covering the central metropolitan area of Busan’s subway network, encompassing major downtown and commercial districts.
- 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5021709f88190a8047dd57edc2029 |
completed | April 19, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03bb6640e88190bed9e233fc14ecec |
completed | May 12, 2026, 11:44 p.m. |
| NEDg | Description generation | batch_6a03bcc98f6081908d85c0f08cea8f5d |
completed | May 12, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c062f9088190aef638dfc212d283 |
completed | May 13, 2026, 12:05 a.m. |
Created at: April 10, 2026, 10:36 a.m.