Triple
T1991981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pickering, Ontario |
E43270
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Amberlea
Amberlea is a residential neighbourhood located in the city of Pickering in the Greater Toronto Area of Ontario, Canada.
|
E222083
|
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: Amberlea | Statement: [Pickering, Ontario, hasNeighbourhood, Amberlea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amberlea Context triple: [Pickering, Ontario, hasNeighbourhood, Amberlea]
-
A.
Buckhaven
Buckhaven is a coastal town in eastern Scotland, situated on the Firth of Forth in the historic county of Fife.
-
B.
Sunningdale
Sunningdale is an affluent village in Berkshire, England, known for its prestigious golf courses and leafy residential character.
-
C.
Lamberhurst
Lamberhurst is a rural village in Kent, England, known for its historic buildings, vineyards, and scenic countryside within the High Weald Area of Outstanding Natural Beauty.
-
D.
Larkhill
Larkhill is a major British Army garrison on Salisbury Plain in Wiltshire, England, best known as a principal base and training area for the Royal Artillery.
-
E.
Seaton Carew
Seaton Carew is a coastal village and seaside resort in County Durham, England, known for its sandy beach and promenade along the North Sea.
- 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: Amberlea Triple: [Pickering, Ontario, hasNeighbourhood, Amberlea]
Generated description
Amberlea is a residential neighbourhood located in the city of Pickering in the Greater Toronto Area of Ontario, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amberlea Target entity description: Amberlea is a residential neighbourhood located in the city of Pickering in the Greater Toronto Area of Ontario, Canada.
-
A.
Buckhaven
Buckhaven is a coastal town in eastern Scotland, situated on the Firth of Forth in the historic county of Fife.
-
B.
Sunningdale
Sunningdale is an affluent village in Berkshire, England, known for its prestigious golf courses and leafy residential character.
-
C.
Lamberhurst
Lamberhurst is a rural village in Kent, England, known for its historic buildings, vineyards, and scenic countryside within the High Weald Area of Outstanding Natural Beauty.
-
D.
Larkhill
Larkhill is a major British Army garrison on Salisbury Plain in Wiltshire, England, best known as a principal base and training area for the Royal Artillery.
-
E.
Seaton Carew
Seaton Carew is a coastal village and seaside resort in County Durham, England, known for its sandy beach and promenade along the North Sea.
- 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_69a88714cf2c819081644be450b8356e |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb846f1c0819081edd8d5eb59adce |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0338631c8190a8c7e5177ac473a8 |
completed | March 8, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69ae03d3c3048190bf9c476bea8c4c1e |
completed | March 8, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0480bf9081909ee1ba5d5c805ab3 |
completed | March 8, 2026, 11:21 p.m. |
Created at: March 4, 2026, 7:37 p.m.