Triple

T20030491
Position Surface form Disambiguated ID Type / Status
Subject City of Armadale E495107 entity
Predicate hasJurisdictionOver P808 FINISHED
Object Hilbert, Western Australia
Hilbert, Western Australia is a semi-rural residential suburb located within Perth’s southeastern metropolitan area.
 E1407880 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: Hilbert, Western Australia | Statement: [City of Armadale, hasJurisdictionOver, Hilbert, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hilbert, Western Australia
Context triple: [City of Armadale, hasJurisdictionOver, Hilbert, Western Australia]
  • A. Wickham, Western Australia
    Wickham is a small mining town in Western Australia’s Pilbara region, established to support nearby iron ore operations and coastal port facilities.
  • B. Stirling, Western Australia
    Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
  • C. Henderson, Western Australia
    Henderson, Western Australia is a major maritime industrial hub near Perth known for its shipbuilding, naval support, and offshore engineering facilities.
  • D. Port Howard
    Port Howard is the main settlement and administrative center on West Falkland in the Falkland Islands, known for its sheep farming and role as a local hub.
  • E. Murdoch, Western Australia
    Murdoch, Western Australia is a southern suburb of Perth known for hosting Murdoch University and major medical and research facilities.
  • 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: Hilbert, Western Australia
Triple: [City of Armadale, hasJurisdictionOver, Hilbert, Western Australia]
Generated description
Hilbert, Western Australia is a semi-rural residential suburb located within Perth’s southeastern metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hilbert, Western Australia
Target entity description: Hilbert, Western Australia is a semi-rural residential suburb located within Perth’s southeastern metropolitan area.
  • A. Wickham, Western Australia
    Wickham is a small mining town in Western Australia’s Pilbara region, established to support nearby iron ore operations and coastal port facilities.
  • B. Stirling, Western Australia
    Stirling, Western Australia is a northern suburb of Perth known for its residential areas, parks, and proximity to major transport routes.
  • C. Henderson, Western Australia
    Henderson, Western Australia is a major maritime industrial hub near Perth known for its shipbuilding, naval support, and offshore engineering facilities.
  • D. Port Howard
    Port Howard is the main settlement and administrative center on West Falkland in the Falkland Islands, known for its sheep farming and role as a local hub.
  • E. Murdoch, Western Australia
    Murdoch, Western Australia is a southern suburb of Perth known for hosting Murdoch University and major medical and research facilities.
  • 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66291a00c8190b0b895909f32d623 completed April 20, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e332c1c8190b72a813d8f078b33 completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080fdd67ac8190ae6e23cab4a5b89e completed May 16, 2026, 6:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0810a84da081908d5e662dccf38208 completed May 16, 2026, 6:37 a.m.
Created at: April 11, 2026, 3:36 p.m.