Triple
T659033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FutureLearn |
E11712
|
entity |
| Predicate | partnersWith |
P282
|
FINISHED |
| Object |
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.
|
E84861
|
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: Deakin University | Statement: [FutureLearn, partnersWith, Deakin University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deakin University Context triple: [FutureLearn, partnersWith, Deakin University]
-
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.
Monash University
Monash University is a major Australian public research university known for its strong global rankings, extensive international campuses, and wide range of academic and professional programs.
-
C.
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.
-
D.
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.
-
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: Deakin University Triple: [FutureLearn, partnersWith, Deakin University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deakin University Target entity description: 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.
-
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.
Monash University
Monash University is a major Australian public research university known for its strong global rankings, extensive international campuses, and wide range of academic and professional programs.
-
C.
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.
-
D.
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.
-
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
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_69a4932862a0819098be659c814e4981 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fa705c48190a29952c1f7cab901 |
completed | March 1, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc98e43881909fbc74750f4b6e3b |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5dd5d4760819089f8e728a69dddbf |
completed | March 2, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5fd38e17481909f1561f1ba0cda7d |
completed | March 2, 2026, 9:12 p.m. |
Created at: March 1, 2026, 7:36 p.m.