Triple
T5251771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nooksack people |
E118603
|
entity |
| Predicate | hasDemographicLocation |
P25074
|
FINISHED |
| Object | Whatcom County |
E54938
|
NE FINISHED |
How this triple was built (3 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: Whatcom County | Statement: [Nooksack people, hasDemographicLocation, Whatcom County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whatcom County Context triple: [Nooksack people, hasDemographicLocation, Whatcom County]
-
A.
Whatcom County
chosen
Whatcom County is a county in the northwestern corner of Washington State, bordering Canada and the Salish Sea, known for its mix of coastal communities, farmland, and access to the North Cascades.
-
B.
Skagit County
Skagit County is a county in northwestern Washington State known for its fertile Skagit Valley farmland, annual tulip festival, and location between the Puget Sound and the Cascade Mountains.
-
C.
Kitsap County
Kitsap County is a county in western Washington State known for its naval bases, ferry-linked peninsulas, and waterfront communities across Puget Sound from Seattle.
-
D.
Snohomish County
Snohomish County is a county in northwestern Washington State known for its mix of rapidly growing suburban communities, aerospace industry presence, and scenic natural areas between Puget Sound and the Cascade Mountains.
-
E.
Wahkiakum County, Washington
Wahkiakum County, Washington is a small, rural county in southwestern Washington State along the Columbia River, known for its timberlands, fishing heritage, and historic river communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDemographicLocation Context triple: [Nooksack people, hasDemographicLocation, Whatcom County]
-
A.
hasDemographic
Indicates that an entity is associated with or characterized by a particular demographic group or attribute.
-
B.
hasDemographicCenter
chosen
Indicates that an entity has a primary geographic location where the majority or core concentration of its associated population or demographic group is found.
-
C.
hasDemographicPattern
Indicates that there is a characteristic distribution or trend of attributes (such as age, gender, income, or ethnicity) within a population or group.
-
D.
involvesDemographic
Indicates that an action, event, or entity is related to, affects, or includes a specific demographic group or population segment.
-
E.
demographicsDescriptor
Indicates a descriptive attribute or classification that characterizes the demographic properties of an entity or group.
- F. None of above.
Provenance (4 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_69bd446978108190bb5f9c5c23d93f88 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b7b840881908bb1ecb8a0047382 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ca621ce1b881908ed8145e0088ea3f |
completed | March 30, 2026, 11:44 a.m. |
| PD | Predicate disambiguation | batch_69bd77c30bac8190a883ca45da35d667 |
completed | March 20, 2026, 4:37 p.m. |
Created at: March 20, 2026, 1:50 p.m.