Triple

T4347490
Position Surface form Disambiguated ID Type / Status
Subject National Australia Bank E97940 entity
Predicate hasSubsidiary P254 FINISHED
Object MLC Limited
MLC Limited is a major Australian wealth management and insurance company that provides investment, superannuation, and financial advice services.
 E432502 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: MLC Limited | Statement: [National Australia Bank, hasSubsidiary, MLC Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MLC Limited
Context triple: [National Australia Bank, hasSubsidiary, MLC Limited]
  • A. JSE Limited
    JSE Limited is the Johannesburg-based stock exchange and the primary securities market for South Africa and much of the African continent.
  • B. 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.
  • C. LCH Limited
    LCH Limited is a leading global clearing house that provides central counterparty clearing services for a wide range of financial markets and asset classes.
  • D. Oriental Limited
    Oriental Limited was a premier named passenger train that provided luxury long-distance service on the Great Northern Railway in the early 20th century.
  • E. Assmang Limited
    Assmang Limited is a South African mining company known for producing iron ore, manganese and chrome ores, and related alloys for global markets.
  • 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: MLC Limited
Triple: [National Australia Bank, hasSubsidiary, MLC Limited]
Generated description
MLC Limited is a major Australian wealth management and insurance company that provides investment, superannuation, and financial advice services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MLC Limited
Target entity description: MLC Limited is a major Australian wealth management and insurance company that provides investment, superannuation, and financial advice services.
  • A. JSE Limited
    JSE Limited is the Johannesburg-based stock exchange and the primary securities market for South Africa and much of the African continent.
  • B. 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.
  • C. LCH Limited
    LCH Limited is a leading global clearing house that provides central counterparty clearing services for a wide range of financial markets and asset classes.
  • D. Oriental Limited
    Oriental Limited was a premier named passenger train that provided luxury long-distance service on the Great Northern Railway in the early 20th century.
  • E. Assmang Limited
    Assmang Limited is a South African mining company known for producing iron ore, manganese and chrome ores, and related alloys for global markets.
  • 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351a5559c819081608b0aaf6a0e66 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dba958b88190b1b4efe4274cd060 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc1eedc08190b50b72b59cf1dcf0 completed March 14, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b5dcbf4d5081908d24bce8e2769124 completed March 14, 2026, 10:10 p.m.
Created at: March 12, 2026, 11:15 p.m.