Triple
T10216136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gerwin Klein |
E242445
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
NICTA
NICTA (National ICT Australia) was an Australian research centre of excellence focused on information and communications technology, known for its work in areas such as formal methods, software systems, and data analytics.
|
E850677
|
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: NICTA | Statement: [Gerwin Klein, employer, NICTA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NICTA Context triple: [Gerwin Klein, employer, NICTA]
-
A.
Defence Science and Technology Group
The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
-
B.
Australian Geospatial-Intelligence Organisation
The Australian Geospatial-Intelligence Organisation is Australia’s national agency responsible for collecting, analyzing, and distributing geospatial and imagery intelligence to support defence and national security.
-
C.
Australian Technology Network
The Australian Technology Network is a coalition of Australian universities known for their strong focus on industry engagement, applied research, and technology-oriented education.
-
D.
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.
-
E.
Alberta Machine Intelligence Institute
The Alberta Machine Intelligence Institute (Amii) is a leading Canadian research institute and innovation hub focused on advancing artificial intelligence and machine learning through academic research, industry collaboration, and talent development.
- 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: NICTA Triple: [Gerwin Klein, employer, NICTA]
Generated description
NICTA (National ICT Australia) was an Australian research centre of excellence focused on information and communications technology, known for its work in areas such as formal methods, software systems, and data analytics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NICTA Target entity description: NICTA (National ICT Australia) was an Australian research centre of excellence focused on information and communications technology, known for its work in areas such as formal methods, software systems, and data analytics.
-
A.
Defence Science and Technology Group
The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
-
B.
Australian Geospatial-Intelligence Organisation
The Australian Geospatial-Intelligence Organisation is Australia’s national agency responsible for collecting, analyzing, and distributing geospatial and imagery intelligence to support defence and national security.
-
C.
Australian Technology Network
The Australian Technology Network is a coalition of Australian universities known for their strong focus on industry engagement, applied research, and technology-oriented education.
-
D.
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.
-
E.
Alberta Machine Intelligence Institute
The Alberta Machine Intelligence Institute (Amii) is a leading Canadian research institute and innovation hub focused on advancing artificial intelligence and machine learning through academic research, industry collaboration, and talent development.
- 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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d3aa2894d0819095704449ecc2db6c |
completed | April 6, 2026, 12:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6a804e8748190b4ebcfa9a0bb889f |
completed | April 8, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69d6d0003434819093e3f82a556db79c |
completed | April 8, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6df3c8f748190923db41ef1a9a03a |
completed | April 8, 2026, 11:05 p.m. |
Created at: April 6, 2026, 11:05 a.m.