Triple

T4487724
Position Surface form Disambiguated ID Type / Status
Subject Mesa Arts Center E107286 entity
Predicate architect P184 FINISHED
Object DWL Architects + Planners
DWL Architects + Planners is an American architectural firm known for designing prominent civic and cultural projects, including the Mesa Arts Center in Arizona.
 E446565 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: DWL Architects + Planners | Statement: [Mesa Arts Center, architect, DWL Architects + Planners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DWL Architects + Planners
Context triple: [Mesa Arts Center, architect, DWL Architects + Planners]
  • A. PTW Architects
    PTW Architects is an Australian architecture firm internationally recognized for designing the iconic Beijing National Aquatics Center, also known as the "Water Cube."
  • B. Gwathmey Siegel & Associates Architects
    Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
  • C. Ennead Architects
    Ennead Architects is a prominent New York–based architectural firm known for designing major cultural, educational, and scientific institutions.
  • D. Allied Works Architecture
    Allied Works Architecture is a contemporary American architecture and design firm known for its innovative cultural, institutional, and civic projects.
  • E. Fox & Fowle Architects
    Fox & Fowle Architects is a New York–based architectural firm known for designing prominent commercial skyscrapers and environmentally conscious buildings.
  • 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: DWL Architects + Planners
Triple: [Mesa Arts Center, architect, DWL Architects + Planners]
Generated description
DWL Architects + Planners is an American architectural firm known for designing prominent civic and cultural projects, including the Mesa Arts Center in Arizona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DWL Architects + Planners
Target entity description: DWL Architects + Planners is an American architectural firm known for designing prominent civic and cultural projects, including the Mesa Arts Center in Arizona.
  • A. PTW Architects
    PTW Architects is an Australian architecture firm internationally recognized for designing the iconic Beijing National Aquatics Center, also known as the "Water Cube."
  • B. Gwathmey Siegel & Associates Architects
    Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
  • C. Ennead Architects
    Ennead Architects is a prominent New York–based architectural firm known for designing major cultural, educational, and scientific institutions.
  • D. Allied Works Architecture
    Allied Works Architecture is a contemporary American architecture and design firm known for its innovative cultural, institutional, and civic projects.
  • E. Fox & Fowle Architects
    Fox & Fowle Architects is a New York–based architectural firm known for designing prominent commercial skyscrapers and environmentally conscious buildings.
  • 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_69bd43f84f788190a1383579c4a595be completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd52abddf88190b4fb09884ed62500 completed March 20, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd67a31d0c819089954c8af4b1bdd6 completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd69faac508190863892c9bbdb20b3 completed March 20, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bd6a64c64881909acf1171be426fe4 completed March 20, 2026, 3:40 p.m.
Created at: March 20, 2026, 12:59 p.m.