Triple

T4822370
Position Surface form Disambiguated ID Type / Status
Subject Manukau Harbour E107738 entity
Predicate hasAdvocacyGroup P3508 FINISHED
Object Manukau Harbour Restoration Society
The Manukau Harbour Restoration Society is a community-based advocacy group dedicated to protecting, restoring, and improving the environmental health and sustainable use of Auckland’s Manukau Harbour.
E472657 NE FINISHED

How this triple was built (5 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: Manukau Harbour Restoration Society | Statement: [Manukau Harbour, hasAdvocacyGroup, Manukau Harbour Restoration Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manukau Harbour Restoration Society
Context triple: [Manukau Harbour, hasAdvocacyGroup, Manukau Harbour Restoration Society]
  • A. Manukau Harbour
    Manukau Harbour is a large shallow natural harbour on the west coast of New Zealand’s North Island, forming one of the two main harbours of the Auckland region.
  • B. North Harbour
    North Harbour is a New Zealand provincial rugby union team that competes in the country’s domestic competitions and has featured notable players such as Jonah Lomu.
  • C. Auckland Museum Trust Board
    The Auckland Museum Trust Board is the statutory body responsible for overseeing the governance, strategic direction, and stewardship of Auckland War Memorial Museum in New Zealand.
  • D. Waikato River Authority
    The Waikato River Authority is a co-governance body established by the New Zealand government and Waikato-Tainui to restore and protect the health and wellbeing of the Waikato River through strategic funding, planning, and oversight.
  • E. Waimakariri District Council
    Waimakariri District Council is the local government authority responsible for administering the Waimakariri District in the Canterbury 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: Manukau Harbour Restoration Society
Triple: [Manukau Harbour, hasAdvocacyGroup, Manukau Harbour Restoration Society]
Generated description
The Manukau Harbour Restoration Society is a community-based advocacy group dedicated to protecting, restoring, and improving the environmental health and sustainable use of Auckland’s Manukau Harbour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manukau Harbour Restoration Society
Target entity description: The Manukau Harbour Restoration Society is a community-based advocacy group dedicated to protecting, restoring, and improving the environmental health and sustainable use of Auckland’s Manukau Harbour.
  • A. Manukau Harbour
    Manukau Harbour is a large shallow natural harbour on the west coast of New Zealand’s North Island, forming one of the two main harbours of the Auckland region.
  • B. North Harbour
    North Harbour is a New Zealand provincial rugby union team that competes in the country’s domestic competitions and has featured notable players such as Jonah Lomu.
  • C. Auckland Museum Trust Board
    The Auckland Museum Trust Board is the statutory body responsible for overseeing the governance, strategic direction, and stewardship of Auckland War Memorial Museum in New Zealand.
  • D. Waikato River Authority
    The Waikato River Authority is a co-governance body established by the New Zealand government and Waikato-Tainui to restore and protect the health and wellbeing of the Waikato River through strategic funding, planning, and oversight.
  • E. Waimakariri District Council
    Waimakariri District Council is the local government authority responsible for administering the Waimakariri District in the Canterbury region of New Zealand.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAdvocacyGroup
Context triple: [Manukau Harbour, hasAdvocacyGroup, Manukau Harbour Restoration Society]
  • A. advocacyOrganization
    Indicates that an organization actively supports, promotes, or works on behalf of a cause, issue, or group through advocacy activities.
  • B. hasAdvocacyMethod
    Indicates the method, strategy, or approach used to advocate for a cause, issue, or entity.
  • C. hasPoliticalGroup
    Indicates that an entity is associated with, belongs to, or is represented by a particular political group or organization.
  • D. hasCivicOrganization
    Indicates that an entity is associated with, supported by, or contains a civic organization, such as a community, volunteer, or public-interest group.
  • E. hasSupporterGroup chosen
    Indicates that an entity is associated with a group of supporters that backs, promotes, or advocates for it.
  • F. None of above.

Provenance (6 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ddd17d881909f7731ff2b460e83 completed March 20, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dc3cf5c8190bcd6ef039bab9878 completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4e8385e08190a46b1e129234c884 completed March 21, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69be4f27f5a48190b639c9212e46f21d completed March 21, 2026, 7:56 a.m.
PD Predicate disambiguation batch_69bd6c1fe130819087ae01309f96a0c8 completed March 20, 2026, 3:47 p.m.
Created at: March 20, 2026, 1:24 p.m.