Triple
T2511502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bellingham metropolitan area |
E52709
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Ferndale, Washington
Ferndale, Washington is a small city in Whatcom County known for its proximity to Bellingham, its agricultural surroundings, and views of the Nooksack River and Mount Baker.
|
E321338
|
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: Ferndale, Washington | Statement: [Bellingham metropolitan area, contains, Ferndale, Washington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ferndale, Washington Context triple: [Bellingham metropolitan area, contains, Ferndale, Washington]
-
A.
Freeland, Washington
Freeland, Washington is an unincorporated community and census-designated place located on Whidbey Island in Island County, known for its waterfront setting and small-town character.
-
B.
Kenmore, Washington
Kenmore, Washington is a small suburban city in King County located at the northern tip of Lake Washington, known for its residential neighborhoods, parks, and waterfront access.
-
C.
Stanwood, Washington
Stanwood, Washington is a small city in Snohomish County known as a gateway to nearby Camano Island and the surrounding coastal and agricultural areas of northwest Washington state.
-
D.
Fife, Washington
Fife, Washington is a small suburban city in Pierce County near Tacoma, known for its location along major transportation routes and its role as a commercial and industrial hub.
-
E.
Clarkston, Washington
Clarkston, Washington is a small city in southeastern Washington State located at the confluence of the Snake and Clearwater Rivers, serving as a gateway to Hells Canyon and the broader Lewis-Clark Valley region.
- 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: Ferndale, Washington Triple: [Bellingham metropolitan area, contains, Ferndale, Washington]
Generated description
Ferndale, Washington is a small city in Whatcom County known for its proximity to Bellingham, its agricultural surroundings, and views of the Nooksack River and Mount Baker.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ferndale, Washington Target entity description: Ferndale, Washington is a small city in Whatcom County known for its proximity to Bellingham, its agricultural surroundings, and views of the Nooksack River and Mount Baker.
-
A.
Freeland, Washington
Freeland, Washington is an unincorporated community and census-designated place located on Whidbey Island in Island County, known for its waterfront setting and small-town character.
-
B.
Kenmore, Washington
Kenmore, Washington is a small suburban city in King County located at the northern tip of Lake Washington, known for its residential neighborhoods, parks, and waterfront access.
-
C.
Stanwood, Washington
Stanwood, Washington is a small city in Snohomish County known as a gateway to nearby Camano Island and the surrounding coastal and agricultural areas of northwest Washington state.
-
D.
Fife, Washington
Fife, Washington is a small suburban city in Pierce County near Tacoma, known for its location along major transportation routes and its role as a commercial and industrial hub.
-
E.
Clarkston, Washington
Clarkston, Washington is a small city in southeastern Washington State located at the confluence of the Snake and Clearwater Rivers, serving as a gateway to Hells Canyon and the broader Lewis-Clark Valley region.
- 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_69ab4958e76481908a235377dd921c9e |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1eeaaac8190a6652861dd42e6b9 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1de74f20881909e69b7fba1c4abaa |
completed | March 11, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69b1e534c86c8190b600dd5eeea18de4 |
completed | March 11, 2026, 9:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e586504c81908491ab906c22999c |
completed | March 11, 2026, 9:58 p.m. |
Created at: March 6, 2026, 9:46 p.m.