Triple

T5631060
Position Surface form Disambiguated ID Type / Status
Subject Mace Group E147831 entity
Predicate hasSubsidiary P254 FINISHED
Object Mace Limited
Mace Limited is a subsidiary company within Mace Group, a global consultancy and construction firm known for delivering major built-environment projects.
E147831 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: Mace Limited | Statement: [Mace Group, hasSubsidiary, Mace Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mace Limited
Context triple: [Mace Group, hasSubsidiary, Mace Limited]
  • A. Mace Group
    Mace Group is a global construction and consultancy company known for delivering major complex projects, including high-profile sports stadiums and landmark buildings.
  • B. Brascan Limited
    Brascan Limited was the former name of Brookfield Asset Management, a major Canadian-based global asset management company with significant holdings in real estate, infrastructure, renewable power, and private equity.
  • C. MWAK Company
    MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
  • D. Awabakal Ltd
    Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
  • E. MLC Limited
    MLC Limited is a major Australian wealth management and insurance company that provides investment, superannuation, and financial advice services.
  • 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: Mace Limited
Triple: [Mace Group, hasSubsidiary, Mace Limited]
Generated description
Mace Limited is a subsidiary company within Mace Group, a global consultancy and construction firm known for delivering major built-environment projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mace Limited
Target entity description: Mace Limited is a subsidiary company within Mace Group, a global consultancy and construction firm known for delivering major built-environment projects.
  • A. Mace Group chosen
    Mace Group is a global construction and consultancy company known for delivering major complex projects, including high-profile sports stadiums and landmark buildings.
  • B. Brascan Limited
    Brascan Limited was the former name of Brookfield Asset Management, a major Canadian-based global asset management company with significant holdings in real estate, infrastructure, renewable power, and private equity.
  • C. MWAK Company
    MWAK Company was a major construction consortium responsible for building the Grand Coulee Dam, one of the largest concrete structures and hydroelectric power projects in the United States.
  • D. Awabakal Ltd
    Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
  • E. MLC Limited
    MLC Limited is a major Australian wealth management and insurance company that provides investment, superannuation, and financial advice services.
  • F. None of above.

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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0225cdcdc819095034f12c39ef755 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d69128881909870e8901f967e80 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e89b7c481908abae227d22cc814 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f41b158819097f9ef536215e248 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:40 p.m.