Triple

T7754131
Position Surface form Disambiguated ID Type / Status
Subject Mallee region E175845 entity
Predicate hasTown P847 FINISHED
Object Birchip
Birchip is a small rural town in north-western Victoria, Australia, known for its grain farming and position within the state’s dryland Mallee agricultural district.
 E689679 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: Birchip | Statement: [Mallee region, hasTown, Birchip]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Birchip
Context triple: [Mallee region, hasTown, Birchip]
  • A. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • B. Woorabinda
    Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
  • C. Coombabah
    Coombabah is a suburb on the Gold Coast in Queensland, Australia, known for its wetlands, nature reserve, and residential communities.
  • D. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • E. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • 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: Birchip
Triple: [Mallee region, hasTown, Birchip]
Generated description
Birchip is a small rural town in north-western Victoria, Australia, known for its grain farming and position within the state’s dryland Mallee agricultural district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Birchip
Target entity description: Birchip is a small rural town in north-western Victoria, Australia, known for its grain farming and position within the state’s dryland Mallee agricultural district.
  • A. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • B. Woorabinda
    Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
  • C. Coombabah
    Coombabah is a suburb on the Gold Coast in Queensland, Australia, known for its wetlands, nature reserve, and residential communities.
  • D. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • E. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • 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_69c6996180088190832e38e8d83ff54a completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c703d851d4819091e9117d3f34cb9a completed March 27, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9062001f08190a12265cb518863e1 completed March 29, 2026, 10:59 a.m.
NEDg Description generation batch_69c90685102881909407b7014d69f0de completed March 29, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c906d006dc819095c85bda52030f46 completed March 29, 2026, 11:02 a.m.
Created at: March 27, 2026, 4:08 p.m.