Triple

T15431089
Position Surface form Disambiguated ID Type / Status
Subject Greater Western Sydney E369639 entity
Predicate developmentFocus P8671 FINISHED
Object Western Sydney City Deal
Western Sydney City Deal is a long-term partnership between Australian governments to drive coordinated infrastructure, jobs, and urban development across Western Sydney.
E1156380 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: Western Sydney City Deal | Statement: [Greater Western Sydney, developmentFocus, Western Sydney City Deal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Sydney City Deal
Context triple: [Greater Western Sydney, developmentFocus, Western Sydney City Deal]
  • A. Western Sydney Aerotropolis
    Western Sydney Aerotropolis is a planned economic and urban hub in Western Sydney designed to cluster advanced industries, jobs, and housing around the new Western Sydney International Airport.
  • B. Greater Western Sydney
    Greater Western Sydney is a major metropolitan region of western Sydney, Australia, encompassing diverse residential, commercial, and natural areas and housing a large portion of the city's population.
  • C. Greater Sydney Development Association
    The Greater Sydney Development Association was an early 20th-century property development company involved in planning and building residential estates in the Sydney region.
  • D. Western Sydney region
    The Western Sydney region is a populous and diverse metropolitan area of Greater Sydney known for its strong working-class culture, multicultural communities, and passionate support for local rugby league teams.
  • E. North West Sydney
    North West Sydney is a major suburban region of Greater Sydney characterized by rapidly growing residential communities, business hubs, and modern transport links.
  • 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: Western Sydney City Deal
Triple: [Greater Western Sydney, developmentFocus, Western Sydney City Deal]
Generated description
Western Sydney City Deal is a long-term partnership between Australian governments to drive coordinated infrastructure, jobs, and urban development across Western Sydney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Sydney City Deal
Target entity description: Western Sydney City Deal is a long-term partnership between Australian governments to drive coordinated infrastructure, jobs, and urban development across Western Sydney.
  • A. Western Sydney Aerotropolis
    Western Sydney Aerotropolis is a planned economic and urban hub in Western Sydney designed to cluster advanced industries, jobs, and housing around the new Western Sydney International Airport.
  • B. Greater Western Sydney
    Greater Western Sydney is a major metropolitan region of western Sydney, Australia, encompassing diverse residential, commercial, and natural areas and housing a large portion of the city's population.
  • C. Greater Sydney Development Association
    The Greater Sydney Development Association was an early 20th-century property development company involved in planning and building residential estates in the Sydney region.
  • D. Western Sydney region
    The Western Sydney region is a populous and diverse metropolitan area of Greater Sydney known for its strong working-class culture, multicultural communities, and passionate support for local rugby league teams.
  • E. North West Sydney
    North West Sydney is a major suburban region of Greater Sydney characterized by rapidly growing residential communities, business hubs, and modern transport links.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ed8ea888190bff8dc14859cca31 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a8546948190a69ae1306bc19c64 completed May 9, 2026, 11:29 a.m.
NEDg Description generation batch_69ff1bd48e548190b6b38507e8d1a1c8 completed May 9, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69ff1c51d84c8190bb039c029b7efdbe completed May 9, 2026, 11:36 a.m.
Created at: April 10, 2026, 3:21 a.m.