Triple

T9019119

Position	Surface form	Disambiguated ID	Type / Status
Subject	7th Australian Division	`E215667`	entity
Predicate	garrison	`P75`	FINISHED
Object	Queensland, Australia (training and staging) Queensland, Australia (training and staging) was a key World War II preparation area where Australian forces, including the 7th Australian Division, were assembled, trained, and staged before deployment to combat zones.	`E773270`	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: Queensland, Australia (training and staging) | Statement: [7th Australian Division, garrison, Queensland, Australia (training and staging)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Queensland, Australia (training and staging)
Context triple: [7th Australian Division, garrison, Queensland, Australia (training and staging)]

A. Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
B. Inland Queensland
Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
C. Rockhampton, Queensland, Australia
Rockhampton, Queensland, Australia is a regional city in Central Queensland known as the “Beef Capital of Australia” and a major service and administrative hub for the surrounding agricultural and mining regions.
D. Coastal Queensland
Coastal Queensland is the populated eastern seaboard region of the Australian state of Queensland, known for its beaches, tropical climate, and major cities such as Brisbane, Cairns, and Townsville.
E. Mackay, Queensland
Mackay, Queensland is a coastal city in northeastern Australia renowned for its extensive sugarcane industry and role as a key regional service and industrial hub.
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: Queensland, Australia (training and staging)
Triple: [7th Australian Division, garrison, Queensland, Australia (training and staging)]

Generated description

Queensland, Australia (training and staging) was a key World War II preparation area where Australian forces, including the 7th Australian Division, were assembled, trained, and staged before deployment to combat zones.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Queensland, Australia (training and staging)
Target entity description: Queensland, Australia (training and staging) was a key World War II preparation area where Australian forces, including the 7th Australian Division, were assembled, trained, and staged before deployment to combat zones.

A. Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
B. Inland Queensland
Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
C. Rockhampton, Queensland, Australia
Rockhampton, Queensland, Australia is a regional city in Central Queensland known as the “Beef Capital of Australia” and a major service and administrative hub for the surrounding agricultural and mining regions.
D. Coastal Queensland
Coastal Queensland is the populated eastern seaboard region of the Australian state of Queensland, known for its beaches, tropical climate, and major cities such as Brisbane, Cairns, and Townsville.
E. Mackay, Queensland
Mackay, Queensland is a coastal city in northeastern Australia renowned for its extensive sugarcane industry and role as a key regional service and industrial hub.
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_69ca83a38aa88190bf1bb80c4548b5e2`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc6a4085848190a6aa440e6307e93d`	completed	April 1, 2026, 12:43 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfdbaf7be081908738ef9a9a17a77b`	completed	April 3, 2026, 3:24 p.m.
NEDg	Description generation	`batch_69cfdd06e9cc8190a1df43556d91779d`	completed	April 3, 2026, 3:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfdda4bf048190bc054fe9b1dcc98d`	completed	April 3, 2026, 3:32 p.m.

Created at: March 30, 2026, 7:07 p.m.