Triple

T21453026
Position Surface form Disambiguated ID Type / Status
Subject Helena River E529265 entity
Predicate nearbySettlement P350 FINISHED
Object Midland, Western Australia
Midland is a major suburb and commercial hub in the eastern metropolitan area of Perth, Western Australia, serving as a key regional center for transport, retail, and services.
 E1484656 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: Midland, Western Australia | Statement: [Helena River, nearbySettlement, Midland, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Midland, Western Australia
Context triple: [Helena River, nearbySettlement, Midland, Western Australia]
  • A. Stirling, Western Australia
    Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
  • B. Murdoch, Western Australia
    Murdoch, Western Australia is a southern suburb of Perth known for hosting Murdoch University and major medical and research facilities.
  • C. Joondalup, Western Australia
    Joondalup, Western Australia is a major regional city and administrative centre in Perth’s northern suburbs, known for its planned urban development, shopping and commercial precincts, and educational institutions.
  • D. Bunbury, Western Australia
    Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
  • E. Armadale, Western Australia
    Armadale, Western Australia is a suburban city and commercial hub in the southeastern metropolitan area of Perth.
  • 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: Midland, Western Australia
Triple: [Helena River, nearbySettlement, Midland, Western Australia]
Generated description
Midland is a major suburb and commercial hub in the eastern metropolitan area of Perth, Western Australia, serving as a key regional center for transport, retail, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Midland, Western Australia
Target entity description: Midland is a major suburb and commercial hub in the eastern metropolitan area of Perth, Western Australia, serving as a key regional center for transport, retail, and services.
  • A. Stirling, Western Australia
    Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
  • B. Murdoch, Western Australia
    Murdoch, Western Australia is a southern suburb of Perth known for hosting Murdoch University and major medical and research facilities.
  • C. Joondalup, Western Australia
    Joondalup, Western Australia is a major regional city and administrative centre in Perth’s northern suburbs, known for its planned urban development, shopping and commercial precincts, and educational institutions.
  • D. Bunbury, Western Australia
    Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
  • E. Armadale, Western Australia
    Armadale, Western Australia is a suburban city and commercial hub in the southeastern metropolitan area of Perth.
  • 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_69e0c457579481909db68053ed99750c completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9d426d88190ae87ae9fac9c30a0 completed April 23, 2026, 9:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c90cd3108190a2385924b8544a00 completed May 17, 2026, 1:56 p.m.
NEDg Description generation batch_6a09c9b5f08c8190b37c854f616944a9 completed May 17, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_6a09ca3c4ec48190829b1bd83b933f53 completed May 17, 2026, 2:01 p.m.
Created at: April 16, 2026, 6:07 p.m.