Triple
T18758102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian Army flag |
E458699
|
entity |
| Predicate | hasUser |
P6943
|
FINISHED |
| Object |
Australian Army training establishments
Australian Army training establishments are the network of schools, centres, and academies responsible for educating, training, and developing Australian Army personnel in military skills, leadership, and professional standards.
|
E1340997
|
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 Army training establishments | Statement: [Australian Army flag, hasUser, Australian Army training establishments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian Army training establishments Context triple: [Australian Army flag, hasUser, Australian Army training establishments]
-
A.
Australian Army training teams
The Australian Army training teams are specialized military units deployed overseas to mentor, advise, and train partner nation security forces, particularly in counterinsurgency and stabilization operations.
-
B.
Australian Army officer training system
The Australian Army officer training system is the structured framework of institutions, courses, and standards responsible for educating, developing, and commissioning officers for service in the Australian Army.
-
C.
Australian Defence Force training estate
The Australian Defence Force training estate is a network of military training areas and facilities across Australia used to prepare the nation’s armed forces for operations and exercises.
-
D.
Combat Training Centre (Australia)
The Combat Training Centre (Australia) is a key Australian Army formation that provides realistic, large-scale collective training and evaluation for combat units to prepare them for operational deployments.
-
E.
Australian Defence Force Academy
The Australian Defence Force Academy is a military training and tertiary education institution in Australia that prepares officer cadets for service in the Australian Army, Navy, and Air Force.
- 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 Army training establishments Triple: [Australian Army flag, hasUser, Australian Army training establishments]
Generated description
Australian Army training establishments are the network of schools, centres, and academies responsible for educating, training, and developing Australian Army personnel in military skills, leadership, and professional standards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Australian Army training establishments Target entity description: Australian Army training establishments are the network of schools, centres, and academies responsible for educating, training, and developing Australian Army personnel in military skills, leadership, and professional standards.
-
A.
Australian Army training teams
The Australian Army training teams are specialized military units deployed overseas to mentor, advise, and train partner nation security forces, particularly in counterinsurgency and stabilization operations.
-
B.
Australian Army officer training system
The Australian Army officer training system is the structured framework of institutions, courses, and standards responsible for educating, developing, and commissioning officers for service in the Australian Army.
-
C.
Australian Defence Force training estate
The Australian Defence Force training estate is a network of military training areas and facilities across Australia used to prepare the nation’s armed forces for operations and exercises.
-
D.
Combat Training Centre (Australia)
The Combat Training Centre (Australia) is a key Australian Army formation that provides realistic, large-scale collective training and evaluation for combat units to prepare them for operational deployments.
-
E.
Australian Defence Force Academy
The Australian Defence Force Academy is a military training and tertiary education institution in Australia that prepares officer cadets for service in the Australian Army, Navy, and Air Force.
- 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_69d8d395dba0819087568404508590cb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e579f42d0881909bd9ca9c7916516a |
completed | April 20, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a053d3b95e48190bc6628c58082ba15 |
completed | May 14, 2026, 3:10 a.m. |
| NEDg | Description generation | batch_6a053e82414c8190a0721e94de73b905 |
completed | May 14, 2026, 3:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a053f4f39d88190b372b8cfa3e94891 |
completed | May 14, 2026, 3:19 a.m. |
Created at: April 10, 2026, 11:52 a.m.