Triple

T17472922
Position Surface form Disambiguated ID Type / Status
Subject Dawson River E425463 entity
Predicate flowsThrough P225 FINISHED
Object Theodore, Queensland
Theodore is a small rural town in Queensland, Australia, known for its agricultural activities and location near the Dawson River in the Banana Shire region.
E1270252 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: Theodore, Queensland | Statement: [Dawson River, flowsThrough, Theodore, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodore, Queensland
Context triple: [Dawson River, flowsThrough, Theodore, Queensland]
  • A. 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.
  • B. Douglas, Queensland
    Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
  • 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. 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. Jackson, Queensland
    Jackson, Queensland is a small rural town in the Maranoa Region of inland south-western Queensland, Australia.
  • 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: Theodore, Queensland
Triple: [Dawson River, flowsThrough, Theodore, Queensland]
Generated description
Theodore is a small rural town in Queensland, Australia, known for its agricultural activities and location near the Dawson River in the Banana Shire region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodore, Queensland
Target entity description: Theodore is a small rural town in Queensland, Australia, known for its agricultural activities and location near the Dawson River in the Banana Shire region.
  • A. 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.
  • B. Douglas, Queensland
    Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
  • 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. 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. Jackson, Queensland
    Jackson, Queensland is a small rural town in the Maranoa Region of inland south-western Queensland, Australia.
  • 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_69d889dbc2e88190b18ea6115e819258 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451b990848190b2e8510d67e94b79 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b82b4bc08190b293c18f49909cb0 completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b8b8785081909b154331f92e2957 completed May 11, 2026, 11:08 a.m.
NED2 Entity disambiguation (via description) batch_6a01b9343028819082933b51bb092b3d completed May 11, 2026, 11:10 a.m.
Created at: April 10, 2026, 5:47 a.m.