Triple

T1434246

Position	Surface form	Disambiguated ID	Type / Status
Subject	Monash University (city campuses)	`E30521`	entity
Predicate	hasCampus	`P116`	FINISHED
Object	Monash University Victorian Heart Hospital campus Monash University Victorian Heart Hospital campus is a specialized university campus co-located with a major cardiac hospital, integrating cardiovascular healthcare, research, and education.	`E168663`	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: Monash University Victorian Heart Hospital campus | Statement: [Monash University (city campuses), hasCampus, Monash University Victorian Heart Hospital campus]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Monash University Victorian Heart Hospital campus
Context triple: [Monash University (city campuses), hasCampus, Monash University Victorian Heart Hospital campus]

A. Monash University Cabrini Hospital teaching site
Monash University Cabrini Hospital teaching site is a clinical education facility where Monash University medical and health sciences students receive practical training within Cabrini Hospital.
B. St Vincent’s Hospital Melbourne
St Vincent’s Hospital Melbourne is a major public teaching and research hospital in Melbourne, Australia, known for providing tertiary healthcare services and clinical training in partnership with the University of Melbourne.
C. Royal Melbourne Hospital
The Royal Melbourne Hospital is a major public teaching and research hospital in Melbourne, Australia, renowned for providing tertiary and quaternary care across a wide range of medical specialties.
D. Monash University (city campuses)
Monash University (city campuses) refers to the network of Monash University’s urban campuses located within metropolitan Melbourne, Australia.
E. Peter MacCallum Cancer Centre
Peter MacCallum Cancer Centre is a leading Australian cancer research, education, and treatment institution based in Melbourne.
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: Monash University Victorian Heart Hospital campus
Triple: [Monash University (city campuses), hasCampus, Monash University Victorian Heart Hospital campus]

Generated description

Monash University Victorian Heart Hospital campus is a specialized university campus co-located with a major cardiac hospital, integrating cardiovascular healthcare, research, and education.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Monash University Victorian Heart Hospital campus
Target entity description: Monash University Victorian Heart Hospital campus is a specialized university campus co-located with a major cardiac hospital, integrating cardiovascular healthcare, research, and education.

A. Monash University Cabrini Hospital teaching site
Monash University Cabrini Hospital teaching site is a clinical education facility where Monash University medical and health sciences students receive practical training within Cabrini Hospital.
B. St Vincent’s Hospital Melbourne
St Vincent’s Hospital Melbourne is a major public teaching and research hospital in Melbourne, Australia, known for providing tertiary healthcare services and clinical training in partnership with the University of Melbourne.
C. Royal Melbourne Hospital
The Royal Melbourne Hospital is a major public teaching and research hospital in Melbourne, Australia, renowned for providing tertiary and quaternary care across a wide range of medical specialties.
D. Monash University (city campuses)
Monash University (city campuses) refers to the network of Monash University’s urban campuses located within metropolitan Melbourne, Australia.
E. Peter MacCallum Cancer Centre
Peter MacCallum Cancer Centre is a leading Australian cancer research, education, and treatment institution based in Melbourne.
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_69a498fc69ec8190b61722bd4b67c4d2`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c500a9888190a16fbb1ec97a79c9`	completed	March 1, 2026, 11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad159c0a6881909a1c4e213209dc84`	completed	March 8, 2026, 6:22 a.m.
NEDg	Description generation	`batch_69ad164d4cfc8190a1be23c814b6b18f`	completed	March 8, 2026, 6:25 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad16a5c76c8190a0bb3ccf5557b1b0`	completed	March 8, 2026, 6:26 a.m.

Created at: March 1, 2026, 8 p.m.