Triple

T18761806
Position Surface form Disambiguated ID Type / Status
Subject Bank of America Plaza (Los Angeles) E458786 entity
Predicate architect P184 FINISHED
Object Albert C. Martin & Associates
Albert C. Martin & Associates is a prominent Los Angeles–based architecture and engineering firm known for designing major commercial and civic buildings throughout Southern California.
 E1342140 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: Albert C. Martin & Associates | Statement: [Bank of America Plaza (Los Angeles), architect, Albert C. Martin & Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Albert C. Martin & Associates
Context triple: [Bank of America Plaza (Los Angeles), architect, Albert C. Martin & Associates]
  • A. John A. Martin & Associates
    John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
  • B. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • C. Robert Donnell & Associates
    Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
  • D. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • E. Davidson & Associates
    Davidson & Associates was an American educational software and publishing company best known in gaming history as the mid-1990s parent company of Blizzard Entertainment.
  • 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: Albert C. Martin & Associates
Triple: [Bank of America Plaza (Los Angeles), architect, Albert C. Martin & Associates]
Generated description
Albert C. Martin & Associates is a prominent Los Angeles–based architecture and engineering firm known for designing major commercial and civic buildings throughout Southern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Albert C. Martin & Associates
Target entity description: Albert C. Martin & Associates is a prominent Los Angeles–based architecture and engineering firm known for designing major commercial and civic buildings throughout Southern California.
  • A. John A. Martin & Associates
    John A. Martin & Associates is a structural engineering firm known for designing major high-rise and complex structures, including landmark skyscrapers in the United States.
  • B. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • C. Robert Donnell & Associates
    Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
  • D. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • E. Davidson & Associates
    Davidson & Associates was an American educational software and publishing company best known in gaming history as the mid-1990s parent company of Blizzard Entertainment.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e58d7fd5008190823bc7e37fdd6669 completed April 20, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d3e4f048190b72ec4ed1dec6c55 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053f3c45308190a87170c5d54ff3cd completed May 14, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_6a053fd358a08190a1cd97c02f0e814e completed May 14, 2026, 3:21 a.m.
Created at: April 10, 2026, 11:52 a.m.