Triple

T18972931
Position Surface form Disambiguated ID Type / Status
Subject Auckland ferry network E464217 entity
Predicate serves P98 FINISHED
Object Hobsonville Point
Hobsonville Point is a rapidly developing waterfront suburb in northwest Auckland, New Zealand, known for its planned residential community, coastal walkways, and ferry connections to the city centre.
E1353996 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: Hobsonville Point | Statement: [Auckland ferry network, serves, Hobsonville Point]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hobsonville Point
Context triple: [Auckland ferry network, serves, Hobsonville Point]
  • A. Northcote Point
    Northcote Point is a coastal suburb on Auckland’s North Shore known for its residential character, harbour views, and proximity to the Auckland city centre.
  • B. Marsden Point
    Marsden Point is a coastal industrial area in northern New Zealand best known for its deep-water port and former oil refinery facilities.
  • C. Cabbage Tree Harbour
    Cabbage Tree Harbour is a small coastal inlet near Norah Head on the Central Coast of New South Wales, Australia, known for its sheltered waters and scenic shoreline.
  • D. Evans Head
    Evans Head is a small coastal town in northern New South Wales, Australia, known for its beaches, fishing, and relaxed holiday atmosphere.
  • E. Rangi Point
    Rangi Point is a small coastal settlement located on the shores of Hokianga Harbour in the Northland region of New Zealand.
  • 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: Hobsonville Point
Triple: [Auckland ferry network, serves, Hobsonville Point]
Generated description
Hobsonville Point is a rapidly developing waterfront suburb in northwest Auckland, New Zealand, known for its planned residential community, coastal walkways, and ferry connections to the city centre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hobsonville Point
Target entity description: Hobsonville Point is a rapidly developing waterfront suburb in northwest Auckland, New Zealand, known for its planned residential community, coastal walkways, and ferry connections to the city centre.
  • A. Northcote Point
    Northcote Point is a coastal suburb on Auckland’s North Shore known for its residential character, harbour views, and proximity to the Auckland city centre.
  • B. Marsden Point
    Marsden Point is a coastal industrial area in northern New Zealand best known for its deep-water port and former oil refinery facilities.
  • C. Cabbage Tree Harbour
    Cabbage Tree Harbour is a small coastal inlet near Norah Head on the Central Coast of New South Wales, Australia, known for its sheltered waters and scenic shoreline.
  • D. Evans Head
    Evans Head is a small coastal town in northern New South Wales, Australia, known for its beaches, fishing, and relaxed holiday atmosphere.
  • E. Rangi Point
    Rangi Point is a small coastal settlement located on the shores of Hokianga Harbour in the Northland region of New Zealand.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d61cb3ac8190bfe29104166fa090 completed April 20, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05b44c5a1081909871a6513b1591f3 completed May 14, 2026, 11:38 a.m.
NEDg Description generation batch_6a05b706025c8190aed7945dad186ba5 completed May 14, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a05b7e153948190b19a6ad3ffff2aba completed May 14, 2026, 11:54 a.m.
Created at: April 10, 2026, noon