Triple

T15252152
Position Surface form Disambiguated ID Type / Status
Subject Stuart Park, Wollongong E364542 entity
Predicate adjacentTo P224 FINISHED
Object Princes Highway vicinity
Princes Highway vicinity refers to the area surrounding the major Princes Highway transport corridor near Wollongong, New South Wales, characterized by a mix of residential, commercial, and transit-related land uses.
E1146050 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: Princes Highway vicinity | Statement: [Stuart Park, Wollongong, adjacentTo, Princes Highway vicinity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Princes Highway vicinity
Context triple: [Stuart Park, Wollongong, adjacentTo, Princes Highway vicinity]
  • A. Monsignor O'Brien Highway vicinity
    Monsignor O'Brien Highway vicinity is an urban area in Cambridge, Massachusetts, characterized by major roadways, transit infrastructure, and nearby commercial development along and around Monsignor O'Brien Highway.
  • B. Kirk Cramond Glebe Road vicinity
    Kirk Cramond Glebe Road vicinity is the area surrounding Cramond Kirk in the Cramond district of Edinburgh, Scotland, encompassing the church’s immediate local roads and grounds.
  • C. Hebron Road vicinity
    Hebron Road vicinity is an area in Jerusalem centered around the major Hebron Road thoroughfare, known for its mix of residential, commercial, and historically significant sites.
  • D. Warrego Highway near Ipswich
    Warrego Highway near Ipswich is a major arterial road in Queensland, Australia, serving as a key route for traffic between Brisbane, Ipswich, and western regional centers.
  • E. St Kilda Road precinct
    St Kilda Road precinct is a major mixed-use boulevard district in Melbourne, known for its offices, cultural institutions, and proximity to the city’s central business area.
  • 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: Princes Highway vicinity
Triple: [Stuart Park, Wollongong, adjacentTo, Princes Highway vicinity]
Generated description
Princes Highway vicinity refers to the area surrounding the major Princes Highway transport corridor near Wollongong, New South Wales, characterized by a mix of residential, commercial, and transit-related land uses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Princes Highway vicinity
Target entity description: Princes Highway vicinity refers to the area surrounding the major Princes Highway transport corridor near Wollongong, New South Wales, characterized by a mix of residential, commercial, and transit-related land uses.
  • A. Monsignor O'Brien Highway vicinity
    Monsignor O'Brien Highway vicinity is an urban area in Cambridge, Massachusetts, characterized by major roadways, transit infrastructure, and nearby commercial development along and around Monsignor O'Brien Highway.
  • B. Kirk Cramond Glebe Road vicinity
    Kirk Cramond Glebe Road vicinity is the area surrounding Cramond Kirk in the Cramond district of Edinburgh, Scotland, encompassing the church’s immediate local roads and grounds.
  • C. Hebron Road vicinity
    Hebron Road vicinity is an area in Jerusalem centered around the major Hebron Road thoroughfare, known for its mix of residential, commercial, and historically significant sites.
  • D. Warrego Highway near Ipswich
    Warrego Highway near Ipswich is a major arterial road in Queensland, Australia, serving as a key route for traffic between Brisbane, Ipswich, and western regional centers.
  • E. St Kilda Road precinct
    St Kilda Road precinct is a major mixed-use boulevard district in Melbourne, known for its offices, cultural institutions, and proximity to the city’s central business area.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f728648190b2c86e4528542b65 completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5f390bc8190bc0180c118e1523c completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee68055b88190afa0e3b1bc2b13bb completed May 9, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69fee7190a6c81908fa7376f3e3c5371 completed May 9, 2026, 7:49 a.m.
Created at: April 10, 2026, 3:13 a.m.