Triple
T3712516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maroochydore |
E81447
|
entity |
| Predicate | hasNearbySuburb |
P41355
|
FINISHED |
| Object |
Twin Waters
Twin Waters is a coastal residential suburb on Queensland’s Sunshine Coast known for its canal estates, golf course, and proximity to Maroochydore.
|
E382279
|
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: Twin Waters | Statement: [Maroochydore, hasNearbySuburb, Twin Waters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twin Waters Context triple: [Maroochydore, hasNearbySuburb, Twin Waters]
-
A.
Springwater
Springwater is a rural township in central Ontario, Canada, known for its agricultural landscape and proximity to the city of Barrie.
-
B.
The Confluence
The Confluence is a central gathering and ecological restoration area within Staten Island’s Freshkills Park, where transformed landfill landscapes meet to form a hub for recreation, wildlife, and public access.
-
C.
Endless Lake
Endless Lake is a freshwater lake located in Seboeis Plantation in Penobscot County, Maine, known for its remote, forested setting and outdoor recreation opportunities.
-
D.
Humbug Reach
Humbug Reach is a section of Lake Burley Griffin in Canberra, Australia, known as part of the lake’s interconnected bays and reaches used for recreation and water activities.
-
E.
West Water
West Water is a tributary stream of the North Esk River in eastern Scotland.
- 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: Twin Waters Triple: [Maroochydore, hasNearbySuburb, Twin Waters]
Generated description
Twin Waters is a coastal residential suburb on Queensland’s Sunshine Coast known for its canal estates, golf course, and proximity to Maroochydore.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twin Waters Target entity description: Twin Waters is a coastal residential suburb on Queensland’s Sunshine Coast known for its canal estates, golf course, and proximity to Maroochydore.
-
A.
Springwater
Springwater is a rural township in central Ontario, Canada, known for its agricultural landscape and proximity to the city of Barrie.
-
B.
The Confluence
The Confluence is a central gathering and ecological restoration area within Staten Island’s Freshkills Park, where transformed landfill landscapes meet to form a hub for recreation, wildlife, and public access.
-
C.
Endless Lake
Endless Lake is a freshwater lake located in Seboeis Plantation in Penobscot County, Maine, known for its remote, forested setting and outdoor recreation opportunities.
-
D.
Humbug Reach
Humbug Reach is a section of Lake Burley Griffin in Canberra, Australia, known as part of the lake’s interconnected bays and reaches used for recreation and water activities.
-
E.
West Water
West Water is a tributary stream of the North Esk River in eastern Scotland.
- 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_69ad8b1a81588190b3f27a5483bb610e |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc9cbc5648190936f93868086167e |
completed | March 8, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce0834288190b16cf49477dc2ed9 |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cfb49b748190a49435c46540f0c7 |
completed | March 14, 2026, 3:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d06e34408190a0dc77b82e4fe308 |
completed | March 14, 2026, 3:05 a.m. |
Created at: March 8, 2026, 3:33 p.m.