Triple

T16234777
Position Surface form Disambiguated ID Type / Status
Subject Dongdaemun Design Plaza E394077 entity
Predicate coArchitect P6475 FINISHED
Object Samoo Architects & Engineers
Samoo Architects & Engineers is a prominent South Korean architecture and engineering firm known for its large-scale urban, cultural, and commercial projects.
 E1201907 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: Samoo Architects & Engineers | Statement: [Dongdaemun Design Plaza, coArchitect, Samoo Architects & Engineers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Samoo Architects & Engineers
Context triple: [Dongdaemun Design Plaza, coArchitect, Samoo Architects & Engineers]
  • A. BLT Architects
    BLT Architects is an architectural firm known for designing large-scale commercial and civic projects, including major convention centers in the United States.
  • B. Ishimoto Architectural & Engineering Firm
    Ishimoto Architectural & Engineering Firm is a Japanese architectural and engineering company known for designing prominent modern buildings such as Tokyo’s Carrot Tower.
  • C. Kirkor Architects and Planners
    Kirkor Architects and Planners is a Canadian architectural firm known for designing large-scale mixed-use and high-rise developments.
  • D. MNK Architects
    MNK Architects is an architectural firm recognized for its role in designing major projects such as Southwest University Park.
  • E. HGA Architects and Engineers
    HGA Architects and Engineers is a multidisciplinary American design firm known for its architectural and engineering work on major civic and cultural projects, including the U.S. Capitol Visitor Center.
  • 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: Samoo Architects & Engineers
Triple: [Dongdaemun Design Plaza, coArchitect, Samoo Architects & Engineers]
Generated description
Samoo Architects & Engineers is a prominent South Korean architecture and engineering firm known for its large-scale urban, cultural, and commercial projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Samoo Architects & Engineers
Target entity description: Samoo Architects & Engineers is a prominent South Korean architecture and engineering firm known for its large-scale urban, cultural, and commercial projects.
  • A. BLT Architects
    BLT Architects is an architectural firm known for designing large-scale commercial and civic projects, including major convention centers in the United States.
  • B. Ishimoto Architectural & Engineering Firm
    Ishimoto Architectural & Engineering Firm is a Japanese architectural and engineering company known for designing prominent modern buildings such as Tokyo’s Carrot Tower.
  • C. Kirkor Architects and Planners
    Kirkor Architects and Planners is a Canadian architectural firm known for designing large-scale mixed-use and high-rise developments.
  • D. MNK Architects
    MNK Architects is an architectural firm recognized for its role in designing major projects such as Southwest University Park.
  • E. HGA Architects and Engineers
    HGA Architects and Engineers is a multidisciplinary American design firm known for its architectural and engineering work on major civic and cultural projects, including the U.S. Capitol Visitor Center.
  • 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24559af48819092e4b466778b07e2 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000ed71f488190bcdc2dcc74e5c5d3 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a00108174ac8190b3c421b115b7190e completed May 10, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0010f40d6081909927e8281ab17580 completed May 10, 2026, 5 a.m.
Created at: April 10, 2026, 5:04 a.m.