Triple

T6131537
Position Surface form Disambiguated ID Type / Status
Subject Hume Highway E136729 entity
Predicate passesNear P416 FINISHED
Object Wangaratta
Wangaratta is a regional city in northeastern Victoria, Australia, known as a service and commercial hub for the surrounding rural and wine-producing areas.
 E577979 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: Wangaratta | Statement: [Hume Highway, passesNear, Wangaratta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wangaratta
Context triple: [Hume Highway, passesNear, Wangaratta]
  • A. Bolwarra
    Bolwarra is a residential suburb in the Maitland region of New South Wales, Australia, known for its semi-rural character and proximity to the Hunter River.
  • B. Cooranbong
    Cooranbong is a small town in the Lake Macquarie region of New South Wales, Australia, known for its rural setting and the Avondale University campus.
  • C. Warrawong
    Warrawong is a coastal suburb in the Illawarra region of New South Wales, Australia, known for its shopping centre, residential areas, and proximity to Lake Illawarra.
  • D. Yarram
    Yarram is a small rural town in eastern Victoria, Australia, known as a service and tourism hub for the surrounding South Gippsland farming and coastal regions.
  • E. 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.
  • 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: Wangaratta
Triple: [Hume Highway, passesNear, Wangaratta]
Generated description
Wangaratta is a regional city in northeastern Victoria, Australia, known as a service and commercial hub for the surrounding rural and wine-producing areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wangaratta
Target entity description: Wangaratta is a regional city in northeastern Victoria, Australia, known as a service and commercial hub for the surrounding rural and wine-producing areas.
  • A. Bolwarra
    Bolwarra is a residential suburb in the Maitland region of New South Wales, Australia, known for its semi-rural character and proximity to the Hunter River.
  • B. Cooranbong
    Cooranbong is a small town in the Lake Macquarie region of New South Wales, Australia, known for its rural setting and the Avondale University campus.
  • C. Warrawong
    Warrawong is a coastal suburb in the Illawarra region of New South Wales, Australia, known for its shopping centre, residential areas, and proximity to Lake Illawarra.
  • D. Yarram
    Yarram is a small rural town in eastern Victoria, Australia, known as a service and tourism hub for the surrounding South Gippsland farming and coastal regions.
  • E. 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.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4f7ad8819096b09ddd312453fb completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20d5f60848190bd75dfefa27b3315 completed March 24, 2026, 4:04 a.m.
NEDg Description generation batch_69c2130606dc8190a1b26001ad72cd88 completed March 24, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69c2138541608190a3ea346ff23974a3 completed March 24, 2026, 4:31 a.m.
Created at: March 22, 2026, 4:15 p.m.