Triple

T14884687
Position Surface form Disambiguated ID Type / Status
Subject Telecom E350090 entity
Predicate successor P78 FINISHED
Object Spark New Zealand
Spark New Zealand is a major New Zealand telecommunications and digital services company that emerged from the rebranding and restructuring of the former state-owned Telecom.
E1125441 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: Spark New Zealand | Statement: [Telecom, successor, Spark New Zealand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spark New Zealand
Context triple: [Telecom, successor, Spark New Zealand]
  • A. NZNR
    NZNR is the ICAO airport code for Napier Airport, a regional airport serving Napier and the Hawke's Bay region of New Zealand.
  • B. SCNZ
    SCNZ is the commonly used abbreviation for the Supreme Court of New Zealand, the country’s highest appellate court.
  • C. NZNP
    NZNP is the ICAO airport code for New Plymouth Airport, a regional airport serving the city of New Plymouth in New Zealand.
  • D. Whitireia New Zealand
    Whitireia New Zealand is a tertiary education institute based in Porirua, New Zealand, offering a range of vocational and academic programs.
  • E. Sky (New Zealand)
    Sky (New Zealand) is a major New Zealand pay television and broadcasting company that provides a wide range of subscription TV channels and related services nationwide.
  • 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: Spark New Zealand
Triple: [Telecom, successor, Spark New Zealand]
Generated description
Spark New Zealand is a major New Zealand telecommunications and digital services company that emerged from the rebranding and restructuring of the former state-owned Telecom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spark New Zealand
Target entity description: Spark New Zealand is a major New Zealand telecommunications and digital services company that emerged from the rebranding and restructuring of the former state-owned Telecom.
  • A. NZNR
    NZNR is the ICAO airport code for Napier Airport, a regional airport serving Napier and the Hawke's Bay region of New Zealand.
  • B. SCNZ
    SCNZ is the commonly used abbreviation for the Supreme Court of New Zealand, the country’s highest appellate court.
  • C. NZNP
    NZNP is the ICAO airport code for New Plymouth Airport, a regional airport serving the city of New Plymouth in New Zealand.
  • D. Whitireia New Zealand
    Whitireia New Zealand is a tertiary education institute based in Porirua, New Zealand, offering a range of vocational and academic programs.
  • E. Sky (New Zealand)
    Sky (New Zealand) is a major New Zealand pay television and broadcasting company that provides a wide range of subscription TV channels and related services nationwide.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5f4598081908735e8d7dfce8074 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b5d0a208190b2490c86b15a42db completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6c7cc6a481908b1b7e15cd7640a5 completed May 8, 2026, 11:06 p.m.
NED2 Entity disambiguation (via description) batch_69fe6e0950e481909c63e47bc98267bf completed May 8, 2026, 11:13 p.m.
Created at: April 10, 2026, 1:56 a.m.