Triple

T21626358
Position Surface form Disambiguated ID Type / Status
Subject Burnett Heads State School (primary) E533713 entity
Predicate locatedIn P40 FINISHED
Object Burnett Heads, Queensland, Australia
Burnett Heads is a small coastal town in Queensland, Australia, near the mouth of the Burnett River and close to the city of Bundaberg.
E1494603 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: Burnett Heads, Queensland, Australia | Statement: [Burnett Heads State School (primary), locatedIn, Burnett Heads, Queensland, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Burnett Heads, Queensland, Australia
Context triple: [Burnett Heads State School (primary), locatedIn, Burnett Heads, Queensland, Australia]
  • A. Victoria Point, Queensland
    Victoria Point, Queensland is a coastal suburb in the City of Redland, southeast of Brisbane, known for its waterfront parks, ferry access to nearby islands, and residential community.
  • B. Moura, Queensland
    Moura, Queensland is a rural town in Central Queensland, Australia, known primarily for its coal mining industry and agricultural activities.
  • C. Balmoral, Queensland, Australia
    Balmoral is an inner-eastern riverside suburb of Brisbane, Queensland, known for its leafy residential streets and proximity to the Brisbane River.
  • D. Bluff, Queensland
    Bluff, Queensland is a small rural town in Australia’s Central Highlands Region, known primarily for its coal mining and role as a rail junction.
  • E. 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.
  • 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: Burnett Heads, Queensland, Australia
Triple: [Burnett Heads State School (primary), locatedIn, Burnett Heads, Queensland, Australia]
Generated description
Burnett Heads is a small coastal town in Queensland, Australia, near the mouth of the Burnett River and close to the city of Bundaberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Burnett Heads, Queensland, Australia
Target entity description: Burnett Heads is a small coastal town in Queensland, Australia, near the mouth of the Burnett River and close to the city of Bundaberg.
  • A. Victoria Point, Queensland
    Victoria Point, Queensland is a coastal suburb in the City of Redland, southeast of Brisbane, known for its waterfront parks, ferry access to nearby islands, and residential community.
  • B. Moura, Queensland
    Moura, Queensland is a rural town in Central Queensland, Australia, known primarily for its coal mining industry and agricultural activities.
  • C. Balmoral, Queensland, Australia
    Balmoral is an inner-eastern riverside suburb of Brisbane, Queensland, known for its leafy residential streets and proximity to the Brisbane River.
  • D. Bluff, Queensland
    Bluff, Queensland is a small rural town in Australia’s Central Highlands Region, known primarily for its coal mining and role as a rail junction.
  • E. 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.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52131f2c8190b9966adf43a0fe4f completed April 27, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f92ff3881908f6319ef93abf078 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10106ab4819096045effbbdfe95e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10c8c5bc8190add0ee63eb338964 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:34 p.m.