Triple

T12736973
Position Surface form Disambiguated ID Type / Status
Subject Eagle Farm E304386 entity
Predicate near P350 FINISHED
Object 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.
E1001191 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: Hamilton, Queensland | Statement: [Eagle Farm, near, Hamilton, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamilton, Queensland
Context triple: [Eagle Farm, near, Hamilton, Queensland]
  • A. St George, Queensland
    St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
  • B. Townsville, Queensland
    Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
  • 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. 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: Hamilton, Queensland
Triple: [Eagle Farm, near, Hamilton, Queensland]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamilton, Queensland
Target entity description: 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.
  • A. St George, Queensland
    St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
  • B. Townsville, Queensland
    Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
  • 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. 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_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9646cfcac81909283dca987755c0e completed April 10, 2026, 8:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c8e2dbc81909c1c85ca699a2679 completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67d888d7c8190b9aaeb877984a403 completed May 2, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f67e0f48e4819085905564f5540f37 completed May 2, 2026, 10:43 p.m.
Created at: April 9, 2026, 5:26 p.m.