Triple

T20616086
Position Surface form Disambiguated ID Type / Status
Subject Keramis – Centre de la Céramique E506569 entity
Predicate hasArchitect P184 FINISHED
Object Ney & Partners
Ney & Partners is a Belgian engineering and architecture firm renowned for its innovative structural designs and collaborations on contemporary cultural and infrastructural projects.
E1441735 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: Ney & Partners | Statement: [Keramis – Centre de la Céramique, hasArchitect, Ney & Partners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ney & Partners
Context triple: [Keramis – Centre de la Céramique, hasArchitect, Ney & Partners]
  • A. Merkley + Partners
    Merkley + Partners is a New York-based advertising agency known for its creative brand campaigns and as part of the global Omnicom Group network.
  • B. Squire and Partners
    Squire and Partners is a London-based architecture and design practice known for its contemporary, high-profile residential and commercial projects in the UK and internationally.
  • C. Huber, Hunt & Nichols
    Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
  • D. Murphy & Partners
    Murphy & Partners is a philanthropic consulting firm founded by Emma Bloomberg that advises donors and organizations on effective giving and social impact strategies.
  • E. Samyn and Partners
    Samyn and Partners is a Belgian architectural and engineering firm founded and led by architect Philippe Samyn, known for its innovative and sustainable building designs.
  • 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: Ney & Partners
Triple: [Keramis – Centre de la Céramique, hasArchitect, Ney & Partners]
Generated description
Ney & Partners is a Belgian engineering and architecture firm renowned for its innovative structural designs and collaborations on contemporary cultural and infrastructural projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ney & Partners
Target entity description: Ney & Partners is a Belgian engineering and architecture firm renowned for its innovative structural designs and collaborations on contemporary cultural and infrastructural projects.
  • A. Merkley + Partners
    Merkley + Partners is a New York-based advertising agency known for its creative brand campaigns and as part of the global Omnicom Group network.
  • B. Squire and Partners
    Squire and Partners is a London-based architecture and design practice known for its contemporary, high-profile residential and commercial projects in the UK and internationally.
  • C. Huber, Hunt & Nichols
    Huber, Hunt & Nichols was a major American construction firm known for building large-scale projects such as sports stadiums and arenas.
  • D. Murphy & Partners
    Murphy & Partners is a philanthropic consulting firm founded by Emma Bloomberg that advises donors and organizations on effective giving and social impact strategies.
  • E. Samyn and Partners
    Samyn and Partners is a Belgian architectural and engineering firm founded and led by architect Philippe Samyn, known for its innovative and sustainable building designs.
  • 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_69e0b4bc90988190ac360aaf645efc1d completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6aadbb3ac81908145f57fd6a94256 completed April 20, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb13545c8190afcd6b35e2aa56ef completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bbb570f4819093e23b20fd83d101 completed May 16, 2026, 6:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08bf7d661c8190af9e9b7b4121f951 completed May 16, 2026, 7:03 p.m.
Created at: April 16, 2026, 11:41 a.m.