Triple

T20574287
Position Surface form Disambiguated ID Type / Status
Subject Washington State Route 543 E505172 entity
Predicate category P87 FINISHED
Object Transportation in Whatcom County, Washington
Transportation in Whatcom County, Washington encompasses the network of highways, local roads, public transit, and cross-border routes that connect communities within the county and link it to neighboring regions and Canada.
E1438803 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: Transportation in Whatcom County, Washington | Statement: [Washington State Route 543, category, Transportation in Whatcom County, Washington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transportation in Whatcom County, Washington
Context triple: [Washington State Route 543, category, Transportation in Whatcom County, Washington]
  • A. Transportation in Snohomish County, Washington
    Transportation in Snohomish County, Washington encompasses the network of highways, public transit services, and other travel infrastructure that connect communities within the county and link it to the greater Puget Sound region.
  • B. Transportation in Kitsap County, Washington
    Transportation in Kitsap County, Washington encompasses the network of highways, ferries, public transit, and other travel infrastructure that connect communities within the county and link it to the greater Puget Sound region.
  • C. Transportation in Pierce County, Washington
    Transportation in Pierce County, Washington encompasses the network of highways, public transit systems, ports, rail lines, and other infrastructure that support the movement of people and goods within and through Pierce County.
  • D. Transportation in King County, Washington
    Transportation in King County, Washington encompasses the extensive network of highways, public transit systems, ferries, and other infrastructure serving the Seattle metropolitan area and surrounding communities.
  • E. Transportation in Klamath County, Oregon
    Transportation in Klamath County, Oregon encompasses the network of highways, local roads, and related infrastructure that connect communities within the county and link it to the rest of Oregon and neighboring states.
  • 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: Transportation in Whatcom County, Washington
Triple: [Washington State Route 543, category, Transportation in Whatcom County, Washington]
Generated description
Transportation in Whatcom County, Washington encompasses the network of highways, local roads, public transit, and cross-border routes that connect communities within the county and link it to neighboring regions and Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transportation in Whatcom County, Washington
Target entity description: Transportation in Whatcom County, Washington encompasses the network of highways, local roads, public transit, and cross-border routes that connect communities within the county and link it to neighboring regions and Canada.
  • A. Transportation in Snohomish County, Washington
    Transportation in Snohomish County, Washington encompasses the network of highways, public transit services, and other travel infrastructure that connect communities within the county and link it to the greater Puget Sound region.
  • B. Transportation in Kitsap County, Washington
    Transportation in Kitsap County, Washington encompasses the network of highways, ferries, public transit, and other travel infrastructure that connect communities within the county and link it to the greater Puget Sound region.
  • C. Transportation in Pierce County, Washington
    Transportation in Pierce County, Washington encompasses the network of highways, public transit systems, ports, rail lines, and other infrastructure that support the movement of people and goods within and through Pierce County.
  • D. Transportation in King County, Washington
    Transportation in King County, Washington encompasses the extensive network of highways, public transit systems, ferries, and other infrastructure serving the Seattle metropolitan area and surrounding communities.
  • E. Transportation in Klamath County, Oregon
    Transportation in Klamath County, Oregon encompasses the network of highways, local roads, and related infrastructure that connect communities within the county and link it to the rest of Oregon and neighboring states.
  • 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_69e0b4b721588190993ac7b0a9be2736 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a9087af88190a4610ecb29f637ca completed April 20, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08ace6329c81909a96ee9fbaa69ce9 completed May 16, 2026, 5:44 p.m.
NEDg Description generation batch_6a08ae7ed45881909b94f034e7db8c9d completed May 16, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08aefec80c8190b2ffc172dd6c3e42 completed May 16, 2026, 5:53 p.m.
Created at: April 16, 2026, 11:39 a.m.