Triple

T3484726
Position Surface form Disambiguated ID Type / Status
Subject University of South Australia E73579 entity
Predicate formedByMergerOf P77 FINISHED
Object South Australian Institute of Technology
The South Australian Institute of Technology was a former tertiary education institution in South Australia that later became part of the University of South Australia through amalgamation.
 E73579 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: South Australian Institute of Technology | Statement: [University of South Australia, formedByMergerOf, South Australian Institute of Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Australian Institute of Technology
Context triple: [University of South Australia, formedByMergerOf, South Australian Institute of Technology]
  • A. University of South Australia
    The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
  • B. Curtin University
    Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
  • C. Flinders University
    Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
  • D. Deakin University
    Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
  • E. Swinburne University of Technology (city campus)
    Swinburne University of Technology (city campus) is an urban campus of Swinburne University located in central Melbourne, offering higher education and research programs in a city-based setting.
  • 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: South Australian Institute of Technology
Triple: [University of South Australia, formedByMergerOf, South Australian Institute of Technology]
Generated description
The South Australian Institute of Technology was a former tertiary education institution in South Australia that later became part of the University of South Australia through amalgamation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Australian Institute of Technology
Target entity description: The South Australian Institute of Technology was a former tertiary education institution in South Australia that later became part of the University of South Australia through amalgamation.
  • A. University of South Australia chosen
    The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
  • B. Curtin University
    Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
  • C. Flinders University
    Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
  • D. Deakin University
    Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
  • E. Swinburne University of Technology (city campus)
    Swinburne University of Technology (city campus) is an urban campus of Swinburne University located in central Melbourne, offering higher education and research programs in a city-based setting.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb795db88190805b26d9774fdb73 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36820c90c819091b68cff7a0a2cda completed March 13, 2026, 1:28 a.m.
NEDg Description generation batch_69b3687bb5148190b73fd365383c4a89 completed March 13, 2026, 1:29 a.m.
NED2 Entity disambiguation (via description) batch_69b368ea71d081908332595324d8f873 completed March 13, 2026, 1:31 a.m.
Created at: March 8, 2026, 3:17 p.m.