Triple

T4642274
Position Surface form Disambiguated ID Type / Status
Subject Wilshire Grand Center E101680 entity
Predicate architect P184 FINISHED
Object AC Martin Partners
AC Martin Partners is a prominent Los Angeles–based architecture and planning firm known for designing major commercial and civic projects, including some of the city’s most recognizable skyscrapers.
 E458782 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: AC Martin Partners | Statement: [Wilshire Grand Center, architect, AC Martin Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AC Martin Partners
Context triple: [Wilshire Grand Center, architect, AC Martin Partners]
  • A. BLK/MRKT Inc.
    BLK/MRKT Inc. is a creative agency and design studio co-founded by street artist Shepard Fairey, known for its work at the intersection of art, branding, and youth culture.
  • B. Guggenheim Partners
    Guggenheim Partners is a global financial services firm specializing in investment management, investment banking, and insurance services for institutional and individual clients.
  • C. 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.
  • D. Indigo Partners
    Indigo Partners is a private equity firm known for investing in and developing low-cost airlines around the world.
  • E. ACP Group
    The ACP Group is an intergovernmental organization of African, Caribbean, and Pacific states that primarily collaborates with the European Union on development cooperation and trade.
  • 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: AC Martin Partners
Triple: [Wilshire Grand Center, architect, AC Martin Partners]
Generated description
AC Martin Partners is a prominent Los Angeles–based architecture and planning firm known for designing major commercial and civic projects, including some of the city’s most recognizable skyscrapers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AC Martin Partners
Target entity description: AC Martin Partners is a prominent Los Angeles–based architecture and planning firm known for designing major commercial and civic projects, including some of the city’s most recognizable skyscrapers.
  • A. BLK/MRKT Inc.
    BLK/MRKT Inc. is a creative agency and design studio co-founded by street artist Shepard Fairey, known for its work at the intersection of art, branding, and youth culture.
  • B. Guggenheim Partners
    Guggenheim Partners is a global financial services firm specializing in investment management, investment banking, and insurance services for institutional and individual clients.
  • C. 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.
  • D. Indigo Partners
    Indigo Partners is a private equity firm known for investing in and developing low-cost airlines around the world.
  • E. ACP Group
    The ACP Group is an intergovernmental organization of African, Caribbean, and Pacific states that primarily collaborates with the European Union on development cooperation and trade.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a93047c8190990c94fd5a57c867 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfad80f14819097e022c9d9da17eb completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfdd7d3b881909dd8b362802005d8 completed March 21, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69bdfe48ed088190ba1de18bba4e9977 completed March 21, 2026, 2:11 a.m.
Created at: March 20, 2026, 1:14 p.m.