Triple

T11044716
Position Surface form Disambiguated ID Type / Status
Subject New Zealand Crown agencies E261107 entity
Predicate includes P1393 FINISHED
Object Callaghan Innovation
Callaghan Innovation is New Zealand’s government innovation agency that supports businesses in developing and commercialising technology and research.
 E901056 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: Callaghan Innovation | Statement: [New Zealand Crown agencies, includes, Callaghan Innovation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Callaghan Innovation
Context triple: [New Zealand Crown agencies, includes, Callaghan Innovation]
  • A. Derwent Innovation
    Derwent Innovation is a patent research and analytics platform that provides advanced tools for searching, analyzing, and managing global intellectual property data.
  • B. Innoventions
    Innoventions was an interactive exhibit pavilion at Epcot in Walt Disney World that showcased emerging technologies and hands-on science displays.
  • C. Institute for Business Innovation
    The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
  • D. Hunter Centre for Entrepreneurship and Innovation
    The Hunter Centre for Entrepreneurship and Innovation is a specialized academic and research hub focused on fostering entrepreneurial thinking, venture creation, and innovation within the business community.
  • E. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • 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: Callaghan Innovation
Triple: [New Zealand Crown agencies, includes, Callaghan Innovation]
Generated description
Callaghan Innovation is New Zealand’s government innovation agency that supports businesses in developing and commercialising technology and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Callaghan Innovation
Target entity description: Callaghan Innovation is New Zealand’s government innovation agency that supports businesses in developing and commercialising technology and research.
  • A. Derwent Innovation
    Derwent Innovation is a patent research and analytics platform that provides advanced tools for searching, analyzing, and managing global intellectual property data.
  • B. Innoventions
    Innoventions was an interactive exhibit pavilion at Epcot in Walt Disney World that showcased emerging technologies and hands-on science displays.
  • C. Institute for Business Innovation
    The Institute for Business Innovation is a research and education center at UC Berkeley’s Haas School of Business that focuses on advancing knowledge and practice in innovation, entrepreneurship, and technology management.
  • D. Hunter Centre for Entrepreneurship and Innovation
    The Hunter Centre for Entrepreneurship and Innovation is a specialized academic and research hub focused on fostering entrepreneurial thinking, venture creation, and innovation within the business community.
  • E. Tartan Laboratories
    Tartan Laboratories was a computer science and software company known for its work on programming language tools and compilers, particularly in collaboration with prominent language designers like Guy L. Steele Jr.
  • 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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7982e08548190aec04099cef9453c completed April 9, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3a9f180688190ab2d1142b30a2836 completed April 18, 2026, 3:57 p.m.
NEDg Description generation batch_69e3ad024ee88190948d5d1c327fd063 completed April 18, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69e3b206c7a4819087eb06faa6e1af21 completed April 18, 2026, 4:32 p.m.
Created at: April 8, 2026, 9:26 p.m.