Triple

T21035052
Position Surface form Disambiguated ID Type / Status
Subject Ballarat E518165 entity
Predicate hasUniversityCampus P4623 FINISHED
Object Federation University Australia
Federation University Australia is a public multi-campus university in Victoria known for its regional focus and strong emphasis on practical, industry-aligned education and research.
 E1466469 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: Federation University Australia | Statement: [Ballarat, hasUniversityCampus, Federation University Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federation University Australia
Context triple: [Ballarat, hasUniversityCampus, Federation University Australia]
  • A. Flinders University
    Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
  • B. 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.
  • C. Southern Cross University
    Southern Cross University is an Australian public university known for its regional campuses in New South Wales and Queensland and its focus on applied research and community engagement.
  • D. University of Canberra
    The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
  • E. La Trobe University
    La Trobe University is a major Australian public research university based in Melbourne, known for its strengths in humanities, social sciences, and health sciences.
  • 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: Federation University Australia
Triple: [Ballarat, hasUniversityCampus, Federation University Australia]
Generated description
Federation University Australia is a public multi-campus university in Victoria known for its regional focus and strong emphasis on practical, industry-aligned education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Federation University Australia
Target entity description: Federation University Australia is a public multi-campus university in Victoria known for its regional focus and strong emphasis on practical, industry-aligned education and research.
  • A. Flinders University
    Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
  • B. 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.
  • C. Southern Cross University
    Southern Cross University is an Australian public university known for its regional campuses in New South Wales and Queensland and its focus on applied research and community engagement.
  • D. University of Canberra
    The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
  • E. La Trobe University
    La Trobe University is a major Australian public research university based in Melbourne, known for its strengths in humanities, social sciences, and health sciences.
  • 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_69e0b503275c8190afd9a163f997c709 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc858d808190a8489aac801a4f51 completed April 21, 2026, 4:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a49ed0881908270d83a2b19832f completed May 17, 2026, 6:03 a.m.
NEDg Description generation batch_6a095b5bcce88190b02ccd23fc164dc3 completed May 17, 2026, 6:08 a.m.
NED2 Entity disambiguation (via description) batch_6a095d13f6188190ae38e54f003d52bb completed May 17, 2026, 6:15 a.m.
Created at: April 16, 2026, 2:01 p.m.