Triple

T3025124
Position Surface form Disambiguated ID Type / Status
Subject Monash University E82557 entity
Predicate hasCampus P116 FINISHED
Object Caulfield campus
Caulfield campus is one of Monash University’s major campuses in Melbourne, known for its strong focus on business, art and design, and information technology.
E321243 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: Caulfield campus | Statement: [Monash University, hasCampus, Caulfield campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Caulfield campus
Context triple: [Monash University, hasCampus, Caulfield campus]
  • A. Herston campus
    Herston campus is the University of Queensland’s major health and medical precinct, housing its clinical, research, and teaching facilities adjacent to Brisbane’s Royal Brisbane and Women’s Hospital.
  • B. Werribee campus
    Werribee campus is a University of Melbourne site in Melbourne’s west known primarily for its veterinary and agricultural teaching and research facilities.
  • C. Hawthorn campus
    Hawthorn campus is the main campus of Swinburne University of Technology in Melbourne, known for its higher education, vocational training, and research facilities.
  • D. Creswick campus
    Creswick campus is a regional University of Melbourne site known for its focus on environmental, forestry, and ecosystem sciences in a forested setting near the town of Creswick, Victoria.
  • E. Kikuyu Campus
    Kikuyu Campus is one of the constituent campuses of the University of Nairobi, located in Kikuyu and known primarily for hosting education and related academic programs.
  • 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: Caulfield campus
Triple: [Monash University, hasCampus, Caulfield campus]
Generated description
Caulfield campus is one of Monash University’s major campuses in Melbourne, known for its strong focus on business, art and design, and information technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Caulfield campus
Target entity description: Caulfield campus is one of Monash University’s major campuses in Melbourne, known for its strong focus on business, art and design, and information technology.
  • A. Herston campus
    Herston campus is the University of Queensland’s major health and medical precinct, housing its clinical, research, and teaching facilities adjacent to Brisbane’s Royal Brisbane and Women’s Hospital.
  • B. Werribee campus
    Werribee campus is a University of Melbourne site in Melbourne’s west known primarily for its veterinary and agricultural teaching and research facilities.
  • C. Hawthorn campus
    Hawthorn campus is the main campus of Swinburne University of Technology in Melbourne, known for its higher education, vocational training, and research facilities.
  • D. Creswick campus
    Creswick campus is a regional University of Melbourne site known for its focus on environmental, forestry, and ecosystem sciences in a forested setting near the town of Creswick, Victoria.
  • E. Kikuyu Campus
    Kikuyu Campus is one of the constituent campuses of the University of Nairobi, located in Kikuyu and known primarily for hosting education and related academic programs.
  • 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_69ad8b1fb34081908c1b873e2b7273e1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9abc78b48190a5283e7407a78fe7 completed March 8, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1deb342008190bec8fbaa4074d40c completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1e2b963988190ae803402481ef0f6 completed March 11, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69b1e33d6d848190a40e7c136aff17c0 completed March 11, 2026, 9:48 p.m.
Created at: March 8, 2026, 3 p.m.