Triple

T2096882
Position Surface form Disambiguated ID Type / Status
Subject William Pereira E37001 entity
Predicate founded P104 FINISHED
Object William L. Pereira & Associates
William L. Pereira & Associates was a prominent 20th-century American architectural and urban planning firm known for its futuristic, modernist designs and large-scale master planning projects.
 E233458 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: William L. Pereira & Associates | Statement: [William Pereira, founded, William L. Pereira & Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William L. Pereira & Associates
Context triple: [William Pereira, founded, William L. Pereira & Associates]
  • A. William Rawn Associates
    William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
  • B. Hardy Holzman Pfeiffer Associates
    Hardy Holzman Pfeiffer Associates was a prominent American architecture firm known for its innovative cultural and public buildings, including major library and performing arts projects.
  • C. Thornton Tomasetti
    Thornton Tomasetti is a global engineering firm renowned for its innovative structural design and consulting work on landmark skyscrapers and complex buildings worldwide.
  • D. Perkins Eastman
    Perkins Eastman is a global architecture and design firm known for large-scale urban, mixed-use, and institutional projects.
  • E. Edward Durell Stone & Associates
    Edward Durell Stone & Associates was the architectural firm founded by prominent American modernist architect Edward Durell Stone, known for designing notable mid-20th-century buildings in the United States and abroad.
  • 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: William L. Pereira & Associates
Triple: [William Pereira, founded, William L. Pereira & Associates]
Generated description
William L. Pereira & Associates was a prominent 20th-century American architectural and urban planning firm known for its futuristic, modernist designs and large-scale master planning projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William L. Pereira & Associates
Target entity description: William L. Pereira & Associates was a prominent 20th-century American architectural and urban planning firm known for its futuristic, modernist designs and large-scale master planning projects.
  • A. William Rawn Associates
    William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
  • B. Hardy Holzman Pfeiffer Associates
    Hardy Holzman Pfeiffer Associates was a prominent American architecture firm known for its innovative cultural and public buildings, including major library and performing arts projects.
  • C. Thornton Tomasetti
    Thornton Tomasetti is a global engineering firm renowned for its innovative structural design and consulting work on landmark skyscrapers and complex buildings worldwide.
  • D. Perkins Eastman
    Perkins Eastman is a global architecture and design firm known for large-scale urban, mixed-use, and institutional projects.
  • E. Edward Durell Stone & Associates
    Edward Durell Stone & Associates was the architectural firm founded by prominent American modernist architect Edward Durell Stone, known for designing notable mid-20th-century buildings in the United States and abroad.
  • 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_69a8861828948190924aa30c08806b3a completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba9cb84481909fe0a66c020b8864 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae305eabc48190b6912e05833580d8 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f84d548190b2d99162471207a4 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae317473408190ad67374cfb82a7db completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.