Triple

T15781271
Position Surface form Disambiguated ID Type / Status
Subject Maranoa Region E382620 entity
Predicate hasTown P847 FINISHED
Object Jackson, Queensland
Jackson, Queensland is a small rural town in the Maranoa Region of inland south-western Queensland, Australia.
E1180256 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: Jackson, Queensland | Statement: [Maranoa Region, hasTown, Jackson, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jackson, Queensland
Context triple: [Maranoa Region, hasTown, Jackson, Queensland]
  • A. Hamilton, Queensland
    Hamilton, Queensland is an affluent riverside suburb of Brisbane, Australia, known for its heritage homes, racecourse precinct, and proximity to the Brisbane River and city.
  • B. 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.
  • C. Douglas, Queensland
    Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
  • D. 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.
  • E. Mitchell, Queensland
    Mitchell, Queensland is a small rural town in the Maranoa Region of outback Queensland, Australia, known for its artesian spa baths and role as a service centre for the surrounding pastoral district.
  • 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: Jackson, Queensland
Triple: [Maranoa Region, hasTown, Jackson, Queensland]
Generated description
Jackson, Queensland is a small rural town in the Maranoa Region of inland south-western Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jackson, Queensland
Target entity description: Jackson, Queensland is a small rural town in the Maranoa Region of inland south-western Queensland, Australia.
  • A. Hamilton, Queensland
    Hamilton, Queensland is an affluent riverside suburb of Brisbane, Australia, known for its heritage homes, racecourse precinct, and proximity to the Brisbane River and city.
  • B. 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.
  • C. Douglas, Queensland
    Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
  • D. 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.
  • E. Mitchell, Queensland
    Mitchell, Queensland is a small rural town in the Maranoa Region of outback Queensland, Australia, known for its artesian spa baths and role as a service centre for the surrounding pastoral district.
  • 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_69ffa12d6f388190b61cdc7820ce6311 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:48 a.m.