Triple

T3983958
Position Surface form Disambiguated ID Type / Status
Subject Central Queensland E86824 entity
Predicate contains P35 FINISHED
Object Springsure
Springsure is a small rural town in Queensland, Australia, known for its agricultural economy and proximity to scenic sandstone ranges and national parks.
 E404821 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: Springsure | Statement: [Central Queensland, contains, Springsure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springsure
Context triple: [Central Queensland, contains, Springsure]
  • A. Springs
    Springs is an industrial and residential city on the East Rand in Gauteng, South Africa, historically known for gold mining and manufacturing.
  • B. The Springs
    The Springs is a themed accommodation area within Disney's Saratoga Springs Resort & Spa at Walt Disney World, styled after historic New York mineral spring retreats.
  • C. Ninesprings
    Ninesprings is a popular country park and nature reserve on the outskirts of Yeovil, known for its woodland walks, lakes, and wildlife.
  • D. Springwater
    Springwater is a rural township in central Ontario, Canada, known for its agricultural landscape and proximity to the city of Barrie.
  • E. Portola Springs
    Portola Springs is a master-planned residential village in the city of Irvine, California, known for its suburban neighborhoods, parks, and access to nearby open space.
  • 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: Springsure
Triple: [Central Queensland, contains, Springsure]
Generated description
Springsure is a small rural town in Queensland, Australia, known for its agricultural economy and proximity to scenic sandstone ranges and national parks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springsure
Target entity description: Springsure is a small rural town in Queensland, Australia, known for its agricultural economy and proximity to scenic sandstone ranges and national parks.
  • A. Springs
    Springs is an industrial and residential city on the East Rand in Gauteng, South Africa, historically known for gold mining and manufacturing.
  • B. The Springs
    The Springs is a themed accommodation area within Disney's Saratoga Springs Resort & Spa at Walt Disney World, styled after historic New York mineral spring retreats.
  • C. Ninesprings
    Ninesprings is a popular country park and nature reserve on the outskirts of Yeovil, known for its woodland walks, lakes, and wildlife.
  • D. Springwater
    Springwater is a rural township in central Ontario, Canada, known for its agricultural landscape and proximity to the city of Barrie.
  • E. Portola Springs
    Portola Springs is a master-planned residential village in the city of Irvine, California, known for its suburban neighborhoods, parks, and access to nearby open space.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9de58d48190969f354a1bf0df94 completed March 9, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b540284d548190821d37b68974a2d2 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54126234c8190990cf6df84a83e92 completed March 14, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69b5458d736481908ca826fa4fd01b8c completed March 14, 2026, 11:25 a.m.
Created at: March 9, 2026, 3:33 p.m.