Triple

T18279457
Position Surface form Disambiguated ID Type / Status
Subject Gidgegannup, Western Australia, Australia E437825 entity
Predicate nearbyLocality P4647 FINISHED
Object Parkerville
Parkerville is a semi-rural suburb in the Perth Hills region of Western Australia, known for its bushland setting and proximity to nature reserves and walking trails.
 E1315299 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: Parkerville | Statement: [Gidgegannup, Western Australia, Australia, nearbyLocality, Parkerville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parkerville
Context triple: [Gidgegannup, Western Australia, Australia, nearbyLocality, Parkerville]
  • A. Shafter
    Shafter is a small agricultural city in California’s San Joaquin Valley, located northwest of Bakersfield.
  • B. Shafter
    Shafter is a surname most notably associated with William R. Shafter, a U.S. Army general who served in the American Civil War and the Spanish–American War.
  • C. Parkwood
    Parkwood is a residential neighborhood in the Far Northeast section of Philadelphia, Pennsylvania, known for its suburban-style housing and proximity to major roadways.
  • D. Parkwood
    Parkwood is a residential suburb on the Gold Coast in Queensland, Australia, known for its family-friendly environment and proximity to major transport links and amenities.
  • E. Parkwood
    Parkwood is a suburb in Cape Town, South Africa, known as a predominantly residential area near Grassy Park.
  • 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: Parkerville
Triple: [Gidgegannup, Western Australia, Australia, nearbyLocality, Parkerville]
Generated description
Parkerville is a semi-rural suburb in the Perth Hills region of Western Australia, known for its bushland setting and proximity to nature reserves and walking trails.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Parkerville
Target entity description: Parkerville is a semi-rural suburb in the Perth Hills region of Western Australia, known for its bushland setting and proximity to nature reserves and walking trails.
  • A. Shafter
    Shafter is a small agricultural city in California’s San Joaquin Valley, located northwest of Bakersfield.
  • B. Shafter
    Shafter is a surname most notably associated with William R. Shafter, a U.S. Army general who served in the American Civil War and the Spanish–American War.
  • C. Parkwood
    Parkwood is a residential neighborhood in the Far Northeast section of Philadelphia, Pennsylvania, known for its suburban-style housing and proximity to major roadways.
  • D. Parkwood
    Parkwood is a residential suburb on the Gold Coast in Queensland, Australia, known for its family-friendly environment and proximity to major transport links and amenities.
  • E. Parkwood
    Parkwood is a suburb in Cape Town, South Africa, known as a predominantly residential area near Grassy Park.
  • 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50054d1dc8190b31d02f617256e9d completed April 19, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3ffe1508190948d41bed9853a3e completed May 12, 2026, 11:13 p.m.
NEDg Description generation batch_6a03b4bb6ae48190a68c2a3314f0d3ba completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b56958a0819088613a9726c71819 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 10:34 a.m.