Triple
T18484060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mangawhai Heads |
E451639
|
entity |
| Predicate | hasFeature |
P182
|
FINISHED |
| Object |
Mangawhai Heads Surf Beach
Mangawhai Heads Surf Beach is a popular Northland, New Zealand coastal spot known for its consistent surf breaks, scenic dunes, and safe swimming areas.
|
E1326589
|
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 Heads Surf Beach | Statement: [Mangawhai Heads, hasFeature, Mangawhai Heads Surf Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mangawhai Heads Surf Beach Context triple: [Mangawhai Heads, hasFeature, Mangawhai Heads Surf Beach]
-
A.
Waikanae Beach
Waikanae Beach is a popular coastal recreation area in Gisborne, New Zealand, known for its sandy shoreline, surf, and family-friendly swimming.
-
B.
Ōtaki Beach
Ōtaki Beach is a coastal settlement and popular seaside recreation area on the Kāpiti Coast of New Zealand’s North Island.
-
C.
Paraparaumu Beach
Paraparaumu Beach is a coastal suburb on New Zealand’s Kāpiti Coast, known for its sandy shoreline, views of Kāpiti Island, and popular recreational beach environment.
-
D.
Hawke’s Bay Beach
Hawke’s Bay Beach is a popular sandy seaside destination along Karachi’s Arabian Sea coast, known for its camel and horse rides, beach huts, and family outings.
-
E.
Papamoa Beach
Papamoa Beach is a popular coastal suburb and long sandy beach near Tauranga on New Zealand’s North Island, known for swimming, surfing, and holiday homes.
- 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 Heads Surf Beach Triple: [Mangawhai Heads, hasFeature, Mangawhai Heads Surf Beach]
Generated description
Mangawhai Heads Surf Beach is a popular Northland, New Zealand coastal spot known for its consistent surf breaks, scenic dunes, and safe swimming areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mangawhai Heads Surf Beach Target entity description: Mangawhai Heads Surf Beach is a popular Northland, New Zealand coastal spot known for its consistent surf breaks, scenic dunes, and safe swimming areas.
-
A.
Waikanae Beach
Waikanae Beach is a popular coastal recreation area in Gisborne, New Zealand, known for its sandy shoreline, surf, and family-friendly swimming.
-
B.
Ōtaki Beach
Ōtaki Beach is a coastal settlement and popular seaside recreation area on the Kāpiti Coast of New Zealand’s North Island.
-
C.
Paraparaumu Beach
Paraparaumu Beach is a coastal suburb on New Zealand’s Kāpiti Coast, known for its sandy shoreline, views of Kāpiti Island, and popular recreational beach environment.
-
D.
Hawke’s Bay Beach
Hawke’s Bay Beach is a popular sandy seaside destination along Karachi’s Arabian Sea coast, known for its camel and horse rides, beach huts, and family outings.
-
E.
Papamoa Beach
Papamoa Beach is a popular coastal suburb and long sandy beach near Tauranga on New Zealand’s North Island, known for swimming, surfing, and holiday homes.
- 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_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_6a043f318c008190a385bf367aa4dda7 |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a04435ec1848190a5bf61ba2263dde5 |
completed | May 13, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a044ae5f7e88190aafb15af6a71be9f |
completed | May 13, 2026, 9:56 a.m. |
Created at: April 10, 2026, 11:35 a.m.