Triple
T4822358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manukau Harbour |
E107738
|
entity |
| Predicate | hasProtectedArea |
P855
|
FINISHED |
| Object |
Ambury Regional Park (shoreline)
Ambury Regional Park (shoreline) is a coastal regional park on the shores of Manukau Harbour in Auckland, New Zealand, known for its volcanic landscapes, farm animals, walking tracks, and birdlife.
|
E472656
|
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: Ambury Regional Park (shoreline) | Statement: [Manukau Harbour, hasProtectedArea, Ambury Regional Park (shoreline)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambury Regional Park (shoreline) Context triple: [Manukau Harbour, hasProtectedArea, Ambury Regional Park (shoreline)]
-
A.
Roebuck Bay foreshore
Roebuck Bay foreshore is a scenic coastal area in Broome, Western Australia, known for its expansive tidal flats, rich birdlife, and striking red cliffs meeting turquoise waters.
-
B.
Bass Point Reserve
Bass Point Reserve is a coastal nature reserve in Shellharbour, New South Wales, known for its rugged headland, marine habitat, walking tracks, and popular diving and fishing spots.
-
C.
Mandurah Foreshore
Mandurah Foreshore is a popular waterfront precinct in Mandurah, Western Australia, known for its scenic estuary views, recreational spaces, and dining and entertainment options along the water.
-
D.
Milnerton Beach
Milnerton Beach is a popular coastal stretch near Cape Town, South Africa, known for its sweeping views of Table Mountain and opportunities for surfing, kitesurfing, and seaside recreation.
-
E.
Esperance foreshore
Esperance foreshore is a scenic coastal strip in Esperance, Western Australia, known for its white sandy beaches, clear turquoise waters, and recreational walking and cycling paths.
- 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: Ambury Regional Park (shoreline) Triple: [Manukau Harbour, hasProtectedArea, Ambury Regional Park (shoreline)]
Generated description
Ambury Regional Park (shoreline) is a coastal regional park on the shores of Manukau Harbour in Auckland, New Zealand, known for its volcanic landscapes, farm animals, walking tracks, and birdlife.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambury Regional Park (shoreline) Target entity description: Ambury Regional Park (shoreline) is a coastal regional park on the shores of Manukau Harbour in Auckland, New Zealand, known for its volcanic landscapes, farm animals, walking tracks, and birdlife.
-
A.
Roebuck Bay foreshore
Roebuck Bay foreshore is a scenic coastal area in Broome, Western Australia, known for its expansive tidal flats, rich birdlife, and striking red cliffs meeting turquoise waters.
-
B.
Bass Point Reserve
Bass Point Reserve is a coastal nature reserve in Shellharbour, New South Wales, known for its rugged headland, marine habitat, walking tracks, and popular diving and fishing spots.
-
C.
Mandurah Foreshore
Mandurah Foreshore is a popular waterfront precinct in Mandurah, Western Australia, known for its scenic estuary views, recreational spaces, and dining and entertainment options along the water.
-
D.
Milnerton Beach
Milnerton Beach is a popular coastal stretch near Cape Town, South Africa, known for its sweeping views of Table Mountain and opportunities for surfing, kitesurfing, and seaside recreation.
-
E.
Esperance foreshore
Esperance foreshore is a scenic coastal strip in Esperance, Western Australia, known for its white sandy beaches, clear turquoise waters, and recreational walking and cycling paths.
- 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_69bd43f9efa081908314cb3e94fa1695 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6caa95ec8190bea525dbf3a00477 |
completed | March 20, 2026, 3:50 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. |
Created at: March 20, 2026, 1:24 p.m.