Triple

T5445591
Position Surface form Disambiguated ID Type / Status
Subject Barmera E122240 entity
Predicate hasNearbyTown P3883 FINISHED
Object Loxton
Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
 E521002 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: Loxton | Statement: [Barmera, hasNearbyTown, Loxton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loxton
Context triple: [Barmera, hasNearbyTown, Loxton]
  • A. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • B. Baroona
    Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
  • C. Walcha
    Walcha is a rural town in New South Wales, Australia, known for its pastoral farming, cool climate, and location on the Northern Tablelands near the Great Dividing Range.
  • D. Lobethal
    Lobethal is a small town in South Australia known for its German heritage and popular annual Christmas lights festival.
  • E. Branxton
    Branxton is a small rural town in New South Wales, Australia, situated in the Hunter Region and known as a gateway to the Hunter Valley wine country.
  • 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: Loxton
Triple: [Barmera, hasNearbyTown, Loxton]
Generated description
Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loxton
Target entity description: Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
  • A. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • B. Baroona
    Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
  • C. Walcha
    Walcha is a rural town in New South Wales, Australia, known for its pastoral farming, cool climate, and location on the Northern Tablelands near the Great Dividing Range.
  • D. Lobethal
    Lobethal is a small town in South Australia known for its German heritage and popular annual Christmas lights festival.
  • E. Branxton
    Branxton is a small rural town in New South Wales, Australia, situated in the Hunter Region and known as a gateway to the Hunter Valley wine country.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91cf5d488190868ffefad02c7a04 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf413573c08190beae400c485d2132 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4364b2f48190b69cc27ca6900892 completed March 22, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69bf43b523a88190938662ae89eba502 completed March 22, 2026, 1:19 a.m.
Created at: March 20, 2026, 2:07 p.m.