Triple
T4680130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whangārei |
E103778
|
entity |
| Predicate | hasNearbyBeach |
P1922
|
FINISHED |
| Object |
Ocean Beach
Ocean Beach is a popular surf and swimming beach near Whangārei on New Zealand’s North Island, known for its scenic dunes and coastal walking tracks.
|
E468013
|
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: Ocean Beach | Statement: [Whangārei, hasNearbyBeach, Ocean Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ocean Beach Context triple: [Whangārei, hasNearbyBeach, Ocean Beach]
-
A.
Ocean Beach
Ocean Beach is a long, windswept sandy shoreline on the western edge of San Francisco, popular for coastal walks, surfing, and dramatic Pacific Ocean views.
-
B.
Pacific Beach
Pacific Beach is a lively coastal neighborhood in San Diego, California, known for its sandy beaches, surf culture, and vibrant nightlife.
-
C.
Cabrillo Beach
Cabrillo Beach is a popular coastal recreation area in San Pedro, California, known for its sandy shoreline, tide pools, and proximity to the Port of Los Angeles.
-
D.
East Bay Beach
East Bay Beach is a scenic sandy shoreline in North Berwick, Scotland, known for its coastal views and seaside recreation.
-
E.
Pacifica State Beach
Pacifica State Beach is a popular coastal beach in the city of Pacifica, California, known for its scenic shoreline and surfing opportunities just south of San Francisco.
- 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: Ocean Beach Triple: [Whangārei, hasNearbyBeach, Ocean Beach]
Generated description
Ocean Beach is a popular surf and swimming beach near Whangārei on New Zealand’s North Island, known for its scenic dunes and coastal walking tracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ocean Beach Target entity description: Ocean Beach is a popular surf and swimming beach near Whangārei on New Zealand’s North Island, known for its scenic dunes and coastal walking tracks.
-
A.
Ocean Beach
Ocean Beach is a long, windswept sandy shoreline on the western edge of San Francisco, popular for coastal walks, surfing, and dramatic Pacific Ocean views.
-
B.
Pacific Beach
Pacific Beach is a lively coastal neighborhood in San Diego, California, known for its sandy beaches, surf culture, and vibrant nightlife.
-
C.
Cabrillo Beach
Cabrillo Beach is a popular coastal recreation area in San Pedro, California, known for its sandy shoreline, tide pools, and proximity to the Port of Los Angeles.
-
D.
East Bay Beach
East Bay Beach is a scenic sandy shoreline in North Berwick, Scotland, known for its coastal views and seaside recreation.
-
E.
Pacifica State Beach
Pacifica State Beach is a popular coastal beach in the city of Pacifica, California, known for its scenic shoreline and surfing opportunities just south of San Francisco.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd636c105081908655ab384f539f38 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39ca8f6081909aecde545f211bb9 |
completed | March 21, 2026, 6:25 a.m. |
| NEDg | Description generation | batch_69be3d05281481909a74ffb38fb5eb31 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3dc3ce048190a725ea4b8e8a1ad4 |
completed | March 21, 2026, 6:42 a.m. |
Created at: March 20, 2026, 1:16 p.m.