Triple

T23124034
Position Surface form Disambiguated ID Type / Status
Subject Christchurch City E576975 entity
Predicate hasSuburb P747 FINISHED
Object Halswell
Halswell is a residential suburb on the southwestern edge of Christchurch, New Zealand, known for its family-friendly atmosphere and proximity to parks and semi-rural landscapes.
E1570932 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: Halswell | Statement: [Christchurch City, hasSuburb, Halswell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halswell
Context triple: [Christchurch City, hasSuburb, Halswell]
  • A. Plimmerton
    Plimmerton is a coastal suburb of Porirua, New Zealand, known for its beaches, seaside village atmosphere, and popularity as a holiday and commuter community.
  • B. Hurlford
    Hurlford is a village in East Ayrshire, Scotland, situated near Kilmarnock and historically associated with coal mining and heavy industry.
  • C. Mount Roskill
    Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
  • D. Otahuhu
    Otahuhu is a suburb of Auckland, New Zealand, known for its strong Pacific Islander presence and vibrant Tongan community.
  • E. Upper Hutt
    Upper Hutt is a city in the Wellington region of New Zealand’s North Island, known for its suburban communities, outdoor recreation, and scenic river valley setting.
  • 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: Halswell
Triple: [Christchurch City, hasSuburb, Halswell]
Generated description
Halswell is a residential suburb on the southwestern edge of Christchurch, New Zealand, known for its family-friendly atmosphere and proximity to parks and semi-rural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halswell
Target entity description: Halswell is a residential suburb on the southwestern edge of Christchurch, New Zealand, known for its family-friendly atmosphere and proximity to parks and semi-rural landscapes.
  • A. Plimmerton
    Plimmerton is a coastal suburb of Porirua, New Zealand, known for its beaches, seaside village atmosphere, and popularity as a holiday and commuter community.
  • B. Hurlford
    Hurlford is a village in East Ayrshire, Scotland, situated near Kilmarnock and historically associated with coal mining and heavy industry.
  • C. Mount Roskill
    Mount Roskill is a suburban area and volcanic cone in Auckland, New Zealand, known for its diverse community and residential character.
  • D. Otahuhu
    Otahuhu is a suburb of Auckland, New Zealand, known for its strong Pacific Islander presence and vibrant Tongan community.
  • E. Upper Hutt
    Upper Hutt is a city in the Wellington region of New Zealand’s North Island, known for its suburban communities, outdoor recreation, and scenic river valley setting.
  • 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_69e245f6c2e881909a228fdcfeb7c7d3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e5299c08190a578102cf2ff7080 completed April 29, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23f25dec8190984bc2dafd008a48 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271e8a8c8190ba994f557f077288 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27d3befc8190bc7a3697bc0e817b completed May 19, 2026, 9:05 a.m.
Created at: April 17, 2026, 3:59 p.m.