Triple
T7376020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Bradfield |
E170124
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Institution of Engineers Australia
Institution of Engineers Australia is the peak professional body representing engineers across disciplines in Australia, responsible for accreditation, advocacy, and setting engineering standards.
|
E659940
|
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: Institution of Engineers Australia | Statement: [John Bradfield, memberOf, Institution of Engineers Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institution of Engineers Australia Context triple: [John Bradfield, memberOf, Institution of Engineers Australia]
-
A.
Australian Academy of Technological Sciences and Engineering
The Australian Academy of Technological Sciences and Engineering is a leading independent body of experts that promotes the development and application of science, engineering, and technology to benefit Australia and the world.
-
B.
Institution of Structural Engineers
The Institution of Structural Engineers is a leading global professional body that sets standards, provides accreditation, and supports the advancement of structural engineering practice and education.
-
C.
Council of Engineering Institutions
The Council of Engineering Institutions was a former UK umbrella body that coordinated and represented the professional engineering institutions before being succeeded by later organizations.
-
D.
Institution of Civil Engineers
The Institution of Civil Engineers is a leading professional association and learned society in the United Kingdom that supports and advances the practice and science of civil engineering worldwide.
-
E.
Engineers Canada
Engineers Canada is the national organization that represents and supports the provincial and territorial engineering regulators in Canada, promoting consistent high standards for the engineering profession and the accreditation of engineering education 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: Institution of Engineers Australia Triple: [John Bradfield, memberOf, Institution of Engineers Australia]
Generated description
Institution of Engineers Australia is the peak professional body representing engineers across disciplines in Australia, responsible for accreditation, advocacy, and setting engineering standards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Institution of Engineers Australia Target entity description: Institution of Engineers Australia is the peak professional body representing engineers across disciplines in Australia, responsible for accreditation, advocacy, and setting engineering standards.
-
A.
Australian Academy of Technological Sciences and Engineering
The Australian Academy of Technological Sciences and Engineering is a leading independent body of experts that promotes the development and application of science, engineering, and technology to benefit Australia and the world.
-
B.
Institution of Structural Engineers
The Institution of Structural Engineers is a leading global professional body that sets standards, provides accreditation, and supports the advancement of structural engineering practice and education.
-
C.
Council of Engineering Institutions
The Council of Engineering Institutions was a former UK umbrella body that coordinated and represented the professional engineering institutions before being succeeded by later organizations.
-
D.
Institution of Civil Engineers
The Institution of Civil Engineers is a leading professional association and learned society in the United Kingdom that supports and advances the practice and science of civil engineering worldwide.
-
E.
Engineers Canada
Engineers Canada is the national organization that represents and supports the provincial and territorial engineering regulators in Canada, promoting consistent high standards for the engineering profession and the accreditation of engineering education 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_69c68a5bfaac81909ce7f001dfb70c76 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1a780f88190abf11994e307b6ad |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802d15a8481908e43701459607276 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c803ad72308190a9640f2fb043daab |
completed | March 28, 2026, 4:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8043121988190b7c9ea0f786296c2 |
completed | March 28, 2026, 4:39 p.m. |
Created at: March 27, 2026, 3:07 p.m.