Triple

T14591834
Position Surface form Disambiguated ID Type / Status
Subject Lockyer Valley Region E342464 entity
Predicate majorTown P316 FINISHED
Object Laidley
Laidley is a rural town in Queensland, Australia, known for its rich agricultural surroundings and historic country character.
E1167779 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: Laidley | Statement: [Lockyer Valley Region, majorTown, Laidley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laidley
Context triple: [Lockyer Valley Region, majorTown, Laidley]
  • A. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • B. Reynella
    Reynella is a suburban locality in Adelaide, South Australia, known for its residential character and historical association with the region’s early wine industry.
  • C. Larrakeah
    Larrakeah is an alternative name for the Larrakia people, an Aboriginal Australian group traditionally associated with the Darwin region in the Northern Territory.
  • D. Kilcoy
    Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
  • E. Kyabram
    Kyabram is a regional town in northern Victoria, Australia, known for its agricultural industries and the popular Kyabram Fauna Park wildlife sanctuary.
  • 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: Laidley
Triple: [Lockyer Valley Region, majorTown, Laidley]
Generated description
Laidley is a rural town in Queensland, Australia, known for its rich agricultural surroundings and historic country character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laidley
Target entity description: Laidley is a rural town in Queensland, Australia, known for its rich agricultural surroundings and historic country character.
  • A. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • B. Reynella
    Reynella is a suburban locality in Adelaide, South Australia, known for its residential character and historical association with the region’s early wine industry.
  • C. Larrakeah
    Larrakeah is an alternative name for the Larrakia people, an Aboriginal Australian group traditionally associated with the Darwin region in the Northern Territory.
  • D. Kilcoy
    Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
  • E. Kyabram
    Kyabram is a regional town in northern Victoria, Australia, known for its agricultural industries and the popular Kyabram Fauna Park wildlife sanctuary.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f21a97c819082b59b343ef337ec completed May 9, 2026, 4:21 p.m.
NEDg Description generation batch_69ff609eafb881909eb69307d41ab676 completed May 9, 2026, 4:28 p.m.
NED2 Entity disambiguation (via description) batch_69ff612340748190987e567e43460f62 completed May 9, 2026, 4:30 p.m.
Created at: April 10, 2026, 1:24 a.m.