Triple

T12626729
Position Surface form Disambiguated ID Type / Status
Subject Lake Whatcom E301533 entity
Predicate hasNearbyCommunity P4647 FINISHED
Object Sudden Valley, Washington
Sudden Valley, Washington is a planned residential community in Whatcom County known for its wooded setting, golf course, and location along the shores of Lake Whatcom.
E998786 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: Sudden Valley, Washington | Statement: [Lake Whatcom, hasNearbyCommunity, Sudden Valley, Washington]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sudden Valley, Washington
Context triple: [Lake Whatcom, hasNearbyCommunity, Sudden Valley, Washington]
  • A. Mill Creek, Washington
    Mill Creek, Washington is a suburban city in Snohomish County known for its planned residential communities, town center, and proximity to the Seattle metropolitan area.
  • B. Mossyrock, Washington
    Mossyrock, Washington is a small rural city in southwestern Washington State known for its proximity to Riffe Lake and Mayfield Lake and its role as a gateway to outdoor recreation in the Cascade foothills.
  • C. Issaquah, Washington
    Issaquah, Washington is a suburban city east of Seattle known for its rapid growth, proximity to major corporate headquarters, and access to outdoor recreation in the Cascade foothills.
  • D. Skykomish, Washington
    Skykomish, Washington is a small historic town in the Cascade Mountains of western Washington, known as a former Great Northern Railway hub and a gateway to outdoor recreation in the Stevens Pass area.
  • E. Southworth, Washington
    Southworth, Washington is a small waterfront community on Puget Sound that serves as a key ferry terminal connecting the Kitsap Peninsula with Vashon Island and West Seattle.
  • 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: Sudden Valley, Washington
Triple: [Lake Whatcom, hasNearbyCommunity, Sudden Valley, Washington]
Generated description
Sudden Valley, Washington is a planned residential community in Whatcom County known for its wooded setting, golf course, and location along the shores of Lake Whatcom.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sudden Valley, Washington
Target entity description: Sudden Valley, Washington is a planned residential community in Whatcom County known for its wooded setting, golf course, and location along the shores of Lake Whatcom.
  • A. Mill Creek, Washington
    Mill Creek, Washington is a suburban city in Snohomish County known for its planned residential communities, town center, and proximity to the Seattle metropolitan area.
  • B. Mossyrock, Washington
    Mossyrock, Washington is a small rural city in southwestern Washington State known for its proximity to Riffe Lake and Mayfield Lake and its role as a gateway to outdoor recreation in the Cascade foothills.
  • C. Issaquah, Washington
    Issaquah, Washington is a suburban city east of Seattle known for its rapid growth, proximity to major corporate headquarters, and access to outdoor recreation in the Cascade foothills.
  • D. Skykomish, Washington
    Skykomish, Washington is a small historic town in the Cascade Mountains of western Washington, known as a former Great Northern Railway hub and a gateway to outdoor recreation in the Stevens Pass area.
  • E. Southworth, Washington
    Southworth, Washington is a small waterfront community on Puget Sound that serves as a key ferry terminal connecting the Kitsap Peninsula with Vashon Island and West Seattle.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9610b91dc8190a9abefb88447b0ae completed April 10, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719676d48190bcc9d7ccbde2605e completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6749c2ddc8190945270e6e5b210dd completed May 2, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:14 p.m.