Triple
T4232003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | F88 Austeyr |
E94600
|
entity |
| Predicate | formerManufacturer |
P25149
|
FINISHED |
| Object |
Australian Defence Industries
Australian Defence Industries was a major Australian government-owned defense contractor responsible for manufacturing and supplying military equipment and munitions before its privatization and integration into larger defense firms.
|
E421755
|
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: Australian Defence Industries | Statement: [F88 Austeyr, formerManufacturer, Australian Defence Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian Defence Industries Context triple: [F88 Austeyr, formerManufacturer, Australian Defence Industries]
-
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 Defence Force
The Australian Defence Force is the unified military organization responsible for defending Australia, comprising the Royal Australian Navy, Australian Army, and Royal Australian Air Force under a single command structure.
-
C.
NATO defense industries
NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
-
D.
United Kingdom defence industrial base
The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
-
E.
Australian Signals Directorate
The Australian Signals Directorate is Australia’s national signals intelligence and cyber security agency, responsible for foreign electronic intelligence gathering and protecting the country’s information infrastructure.
- 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: Australian Defence Industries Triple: [F88 Austeyr, formerManufacturer, Australian Defence Industries]
Generated description
Australian Defence Industries was a major Australian government-owned defense contractor responsible for manufacturing and supplying military equipment and munitions before its privatization and integration into larger defense firms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Australian Defence Industries Target entity description: Australian Defence Industries was a major Australian government-owned defense contractor responsible for manufacturing and supplying military equipment and munitions before its privatization and integration into larger defense firms.
-
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 Defence Force
The Australian Defence Force is the unified military organization responsible for defending Australia, comprising the Royal Australian Navy, Australian Army, and Royal Australian Air Force under a single command structure.
-
C.
NATO defense industries
NATO defense industries comprise the network of defense contractors and manufacturers within NATO member states that develop and produce military equipment, technologies, and services to support the alliance’s collective security and defense objectives.
-
D.
United Kingdom defence industrial base
The United Kingdom defence industrial base is the network of domestic companies, facilities, and technologies that design, produce, and support military equipment and services for the UK’s armed forces and defence exports.
-
E.
Australian Signals Directorate
The Australian Signals Directorate is Australia’s national signals intelligence and cyber security agency, responsible for foreign electronic intelligence gathering and protecting the country’s information infrastructure.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e642aac8190977dd101e27afcbb |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b596516fd88190b8497ccc7efc7f49 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b59731052881908d9358dc629a4018 |
completed | March 14, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b597c529a08190bbf2af92bfef1aa2 |
completed | March 14, 2026, 5:15 p.m. |
Created at: March 12, 2026, 11:05 p.m.