Triple

T18484085
Position Surface form Disambiguated ID Type / Status
Subject Mangawhai Heads E451639 entity
Predicate partOf P40 FINISHED
Object Mangawhai Harbour area
Mangawhai Harbour area is a coastal estuarine region in Northland, New Zealand, known for its sand dunes, tidal waterways, and popular recreational beaches.
 E451639 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: Mangawhai Harbour area | Statement: [Mangawhai Heads, partOf, Mangawhai Harbour area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mangawhai Harbour area
Context triple: [Mangawhai Heads, partOf, Mangawhai Harbour area]
  • A. Marsden Point-Ruakākā area
    The Marsden Point-Ruakākā area is a coastal locality in Northland, New Zealand, known for its long sandy beaches, residential settlements, and proximity to industrial facilities at Marsden Point.
  • B. Mangawhai Heads
    Mangawhai Heads is a coastal settlement in northern New Zealand known for its surf beaches, estuary, and holiday homes.
  • C. 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.
  • D. Waitangi Bay
    Waitangi Bay is a coastal inlet on the Chatham Islands of New Zealand that serves as the main harbour and maritime access point for the settlement of Waitangi.
  • E. Manukau
    Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
  • 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: Mangawhai Harbour area
Triple: [Mangawhai Heads, partOf, Mangawhai Harbour area]
Generated description
Mangawhai Harbour area is a coastal estuarine region in Northland, New Zealand, known for its sand dunes, tidal waterways, and popular recreational beaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mangawhai Harbour area
Target entity description: Mangawhai Harbour area is a coastal estuarine region in Northland, New Zealand, known for its sand dunes, tidal waterways, and popular recreational beaches.
  • A. Marsden Point-Ruakākā area
    The Marsden Point-Ruakākā area is a coastal locality in Northland, New Zealand, known for its long sandy beaches, residential settlements, and proximity to industrial facilities at Marsden Point.
  • B. Mangawhai Heads chosen
    Mangawhai Heads is a coastal settlement in northern New Zealand known for its surf beaches, estuary, and holiday homes.
  • C. 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.
  • D. Waitangi Bay
    Waitangi Bay is a coastal inlet on the Chatham Islands of New Zealand that serves as the main harbour and maritime access point for the settlement of Waitangi.
  • E. Manukau
    Manukau is a major urban area in South Auckland, New Zealand, known for its diverse population and role as a commercial and transport hub.
  • F. None of above.

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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e531d5951c81909f44362bc4101333 completed April 19, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04713836f88190a331f7ad6a577d32 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a0472343abc819080eb1596cf53f220 completed May 13, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_6a04739589d48190a6da4d5f63b7272c completed May 13, 2026, 12:50 p.m.
Created at: April 10, 2026, 11:35 a.m.