Triple
T22351252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alberta Highway 581 |
E552534
|
entity |
| Predicate | connectsCommunity |
P12608
|
FINISHED |
| Object |
Carstairs
Carstairs is a small town in central Alberta, Canada, known as a local service and agricultural community north of Calgary.
|
E1532795
|
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: Carstairs | Statement: [Alberta Highway 581, connectsCommunity, Carstairs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carstairs Context triple: [Alberta Highway 581, connectsCommunity, Carstairs]
-
A.
Carstairs
Carstairs is a village in South Lanarkshire, Scotland, known historically as a rural community and for its nearby high-security psychiatric hospital.
-
B.
Stanthorne
Stanthorne is a small settlement in Cheshire, England, situated near the Middlewich Branch of the Shropshire Union Canal.
-
C.
Castlecrag
Castlecrag is a harbourside residential suburb on Sydney’s Lower North Shore, noted for its bushland setting and distinctive early 20th-century planned community design.
-
D.
Wraxall
Wraxall is a village in North Somerset, England, known for its rural character and proximity to the town of Nailsea.
-
E.
Balderstone
Balderstone is a district and residential area within the Balderstone and Kirkholt ward of Rochdale in Greater Manchester, England.
- 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: Carstairs Triple: [Alberta Highway 581, connectsCommunity, Carstairs]
Generated description
Carstairs is a small town in central Alberta, Canada, known as a local service and agricultural community north of Calgary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carstairs Target entity description: Carstairs is a small town in central Alberta, Canada, known as a local service and agricultural community north of Calgary.
-
A.
Carstairs
Carstairs is a village in South Lanarkshire, Scotland, known historically as a rural community and for its nearby high-security psychiatric hospital.
-
B.
Stanthorne
Stanthorne is a small settlement in Cheshire, England, situated near the Middlewich Branch of the Shropshire Union Canal.
-
C.
Castlecrag
Castlecrag is a harbourside residential suburb on Sydney’s Lower North Shore, noted for its bushland setting and distinctive early 20th-century planned community design.
-
D.
Wraxall
Wraxall is a village in North Somerset, England, known for its rural character and proximity to the town of Nailsea.
-
E.
Balderstone
Balderstone is a district and residential area within the Balderstone and Kirkholt ward of Rochdale in Greater Manchester, England.
- 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_69e11e4a0ad08190a385b4d343cf6524 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1579be6d8819088fed70f54ff4e66 |
completed | April 29, 2026, 12:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae05a25b881908bfdca01c863fc0c |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae2c1dc888190a32541b120332e88 |
completed | May 18, 2026, 9:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae3855838819080bf6883946b62f7 |
completed | May 18, 2026, 10:01 a.m. |
Created at: April 16, 2026, 8:44 p.m.