Triple

T12733564
Position Surface form Disambiguated ID Type / Status
Subject Ferndale, Washington E304302 entity
Predicate hasTransportation P105 FINISHED
Object Washington State Route 548
Washington State Route 548 is a short state highway in Whatcom County, Washington, connecting the city of Ferndale to nearby communities and major routes near the Canadian border.
 E999884 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: Washington State Route 548 | Statement: [Ferndale, Washington, hasTransportation, Washington State Route 548]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Washington State Route 548
Context triple: [Ferndale, Washington, hasTransportation, Washington State Route 548]
  • A. Washington State Route 547
    Washington State Route 547 is a short state highway in Whatcom County that connects the town of Sumas to State Route 542 near Kendall, serving as a local connector in northwestern Washington.
  • B. Washington State Route 542
    Washington State Route 542 is a scenic highway in northwestern Washington that climbs from the town of Bellingham into the North Cascades, providing access to Mount Baker and popular outdoor recreation areas.
  • C. Washington State Route 543
    Washington State Route 543 is a short north–south state highway in Blaine, Washington, that serves as a major truck and freight connector between Interstate 5 and the Canadian border.
  • D. Washington State Route 504
    Washington State Route 504 is a scenic highway in southwestern Washington that serves as the primary access route to the Mount St. Helens National Volcanic Monument.
  • E. Washington State Route 539
    Washington State Route 539 is a north–south state highway in northwestern Washington that connects the city of Bellingham to the Canadian border near Lynden.
  • 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: Washington State Route 548
Triple: [Ferndale, Washington, hasTransportation, Washington State Route 548]
Generated description
Washington State Route 548 is a short state highway in Whatcom County, Washington, connecting the city of Ferndale to nearby communities and major routes near the Canadian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Washington State Route 548
Target entity description: Washington State Route 548 is a short state highway in Whatcom County, Washington, connecting the city of Ferndale to nearby communities and major routes near the Canadian border.
  • A. Washington State Route 547
    Washington State Route 547 is a short state highway in Whatcom County that connects the town of Sumas to State Route 542 near Kendall, serving as a local connector in northwestern Washington.
  • B. Washington State Route 542
    Washington State Route 542 is a scenic highway in northwestern Washington that climbs from the town of Bellingham into the North Cascades, providing access to Mount Baker and popular outdoor recreation areas.
  • C. Washington State Route 543
    Washington State Route 543 is a short north–south state highway in Blaine, Washington, that serves as a major truck and freight connector between Interstate 5 and the Canadian border.
  • D. Washington State Route 504
    Washington State Route 504 is a scenic highway in southwestern Washington that serves as the primary access route to the Mount St. Helens National Volcanic Monument.
  • E. Washington State Route 539
    Washington State Route 539 is a north–south state highway in northwestern Washington that connects the city of Bellingham to the Canadian border near Lynden.
  • 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_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9646902408190b29268d864833b80 completed April 10, 2026, 8:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c8c38a88190853c4d14e2492599 completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67db4dd2081909a238e368645e899 completed May 2, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f67ed2eac88190938747d2c75bae86 completed May 2, 2026, 10:46 p.m.
Created at: April 9, 2026, 5:26 p.m.