Triple

T15781267
Position Surface form Disambiguated ID Type / Status
Subject Maranoa Region E382620 entity
Predicate hasTown P847 FINISHED
Object Injune, Queensland
Injune, Queensland is a small rural town in inland south-western Queensland, Australia, serving as a service centre for the surrounding agricultural and resource-producing Maranoa Region.
E1176806 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: Injune, Queensland | Statement: [Maranoa Region, hasTown, Injune, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Injune, Queensland
Context triple: [Maranoa Region, hasTown, Injune, Queensland]
  • 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. Robina, Queensland
    Robina, Queensland is a master-planned residential and commercial suburb on the Gold Coast known for its major shopping centre, transport hub, and educational facilities.
  • C. Tanawha, Queensland
    Tanawha, Queensland is a semi-rural suburb on the Sunshine Coast known for its bushland setting, acreage properties, and proximity to major transport routes and educational hubs.
  • D. Proserpine, Queensland
    Proserpine, Queensland is a rural town in the Whitsunday Region of Australia that serves as a gateway to the Whitsunday Islands and the Great Barrier Reef.
  • E. Dingo, Queensland
    Dingo, Queensland is a small rural town in Australia’s Central Highlands Region, known historically as a service centre for surrounding cattle and mining areas.
  • 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: Injune, Queensland
Triple: [Maranoa Region, hasTown, Injune, Queensland]
Generated description
Injune, Queensland is a small rural town in inland south-western Queensland, Australia, serving as a service centre for the surrounding agricultural and resource-producing Maranoa Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Injune, Queensland
Target entity description: Injune, Queensland is a small rural town in inland south-western Queensland, Australia, serving as a service centre for the surrounding agricultural and resource-producing Maranoa Region.
  • 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. Robina, Queensland
    Robina, Queensland is a master-planned residential and commercial suburb on the Gold Coast known for its major shopping centre, transport hub, and educational facilities.
  • C. Tanawha, Queensland
    Tanawha, Queensland is a semi-rural suburb on the Sunshine Coast known for its bushland setting, acreage properties, and proximity to major transport routes and educational hubs.
  • D. Proserpine, Queensland
    Proserpine, Queensland is a rural town in the Whitsunday Region of Australia that serves as a gateway to the Whitsunday Islands and the Great Barrier Reef.
  • E. Dingo, Queensland
    Dingo, Queensland is a small rural town in Australia’s Central Highlands Region, known historically as a service centre for surrounding cattle and mining areas.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05400716881909bc43212c8ea54d5 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a2476c8190a153fb47cb4e7708 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff9407644081908d7dbba5245931d4 completed May 9, 2026, 8:07 p.m.
NED2 Entity disambiguation (via description) batch_69ff946722f48190a99bbcca681db528 completed May 9, 2026, 8:09 p.m.
Created at: April 10, 2026, 4:48 a.m.