Triple

T12857584
Position Surface form Disambiguated ID Type / Status
Subject Hancock Place E307494 entity
Predicate structuralEngineer P616 FINISHED
Object LeMessurier Consultants
LeMessurier Consultants is a prominent structural engineering firm known for its innovative high-rise designs and influential contributions to modern building safety and performance.
E1006151 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: LeMessurier Consultants | Statement: [Hancock Place, structuralEngineer, LeMessurier Consultants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LeMessurier Consultants
Context triple: [Hancock Place, structuralEngineer, LeMessurier Consultants]
  • A. G. Maunsell & Partners
    G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
  • B. Hewitt Associates
    Hewitt Associates was a global human resources consulting and outsourcing firm known for its expertise in benefits, talent, and compensation management.
  • C. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • D. Archgroup Consultants
    Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
  • E. Doxiadis Associates
    Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
  • 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: LeMessurier Consultants
Triple: [Hancock Place, structuralEngineer, LeMessurier Consultants]
Generated description
LeMessurier Consultants is a prominent structural engineering firm known for its innovative high-rise designs and influential contributions to modern building safety and performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LeMessurier Consultants
Target entity description: LeMessurier Consultants is a prominent structural engineering firm known for its innovative high-rise designs and influential contributions to modern building safety and performance.
  • A. G. Maunsell & Partners
    G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
  • B. Hewitt Associates
    Hewitt Associates was a global human resources consulting and outsourcing firm known for its expertise in benefits, talent, and compensation management.
  • C. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • D. Archgroup Consultants
    Archgroup Consultants is an architectural firm known for designing major high-rise and hospitality projects in Dubai, including landmark luxury hotels.
  • E. Doxiadis Associates
    Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
  • 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_69d7bdf5e7cc8190be357278bc5ba3bb completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970231ce48190a4eabc4b8c24a3ff completed April 10, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69ba9a53c81908e9ed120f6cb94af completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69d4a2ab481908460797a8ee6bc8d completed May 3, 2026, 12:56 a.m.
NED2 Entity disambiguation (via description) batch_69f69dc8b86c81908557fa8538e942de completed May 3, 2026, 12:58 a.m.
Created at: April 9, 2026, 5:37 p.m.