Triple

T10739546
Position Surface form Disambiguated ID Type / Status
Subject New Zealand Exchange E253284 entity
Predicate hasMarket P2714 FINISHED
Object NZX Debt Market
The NZX Debt Market is New Zealand’s main regulated marketplace for listing and trading debt securities such as corporate and government bonds.
 E253284 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: NZX Debt Market | Statement: [New Zealand Exchange, hasMarket, NZX Debt Market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NZX Debt Market
Context triple: [New Zealand Exchange, hasMarket, NZX Debt Market]
  • A. New Zealand Exchange
    The New Zealand Exchange (NZX) is New Zealand’s primary national stock exchange, providing a marketplace for trading shares, bonds, and other securities of listed companies.
  • B. Australian Securities Exchange
    The Australian Securities Exchange is Australia's primary securities exchange, where shares of major companies like Qantas are publicly traded.
  • C. ASX Clear
    ASX Clear is the central counterparty clearing house that manages and guarantees the clearing and settlement of trades executed on the Australian Securities Exchange.
  • D. Singapore Exchange
    Singapore Exchange is a leading Asian multi-asset exchange offering securities and derivatives trading, clearing, and related financial services.
  • E. Namibian Stock Exchange
    The Namibian Stock Exchange is the principal securities exchange in Namibia, providing a regulated marketplace for trading shares and other financial instruments.
  • 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: NZX Debt Market
Triple: [New Zealand Exchange, hasMarket, NZX Debt Market]
Generated description
The NZX Debt Market is New Zealand’s main regulated marketplace for listing and trading debt securities such as corporate and government bonds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NZX Debt Market
Target entity description: The NZX Debt Market is New Zealand’s main regulated marketplace for listing and trading debt securities such as corporate and government bonds.
  • A. New Zealand Exchange chosen
    The New Zealand Exchange (NZX) is New Zealand’s primary national stock exchange, providing a marketplace for trading shares, bonds, and other securities of listed companies.
  • B. Australian Securities Exchange
    The Australian Securities Exchange is Australia's primary securities exchange, where shares of major companies like Qantas are publicly traded.
  • C. ASX Clear
    ASX Clear is the central counterparty clearing house that manages and guarantees the clearing and settlement of trades executed on the Australian Securities Exchange.
  • D. Singapore Exchange
    Singapore Exchange is a leading Asian multi-asset exchange offering securities and derivatives trading, clearing, and related financial services.
  • E. Namibian Stock Exchange
    The Namibian Stock Exchange is the principal securities exchange in Namibia, providing a regulated marketplace for trading shares and other financial instruments.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d71043106c819091939950f532eda5 completed April 9, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69de22ed6edc8190beb76bd2971c7cec completed April 14, 2026, 11:20 a.m.
NEDg Description generation batch_69de25d25474819081402b75ef7492f6 completed April 14, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69de2808244c8190bdb2d4d49f30e0d7 completed April 14, 2026, 11:42 a.m.
Created at: April 8, 2026, 9:14 p.m.