Triple

T12968759
Position Surface form Disambiguated ID Type / Status
Subject Ferndale, Washington E321338 entity
Predicate hasCityHall P796 FINISHED
Object Ferndale City Hall
Ferndale City Hall is the primary municipal government building serving the city of Ferndale in Whatcom County, Washington.
 E1013555 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 City Hall | Statement: [Ferndale, Washington, hasCityHall, Ferndale City Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ferndale City Hall
Context triple: [Ferndale, Washington, hasCityHall, Ferndale City Hall]
  • A. Wendell Town Hall
    Wendell Town Hall is a historic municipal building in Wendell, North Carolina, that has long served as the center of the town’s local government and civic life.
  • B. Greenfield City Hall
    Greenfield City Hall is the primary municipal government building and a notable historic landmark in downtown Greenfield, Massachusetts.
  • C. Greenfield City Hall
    Greenfield City Hall is the primary municipal government building serving the administrative and civic needs of Greenfield, Wisconsin.
  • D. Dearborn Heights City Hall
    Dearborn Heights City Hall is the main municipal government building and administrative center serving the city of Dearborn Heights, Michigan.
  • E. Fairfield City Hall
    Fairfield City Hall is the main municipal government building of Fairfield, serving as the administrative center and meeting place for the city’s elected council.
  • 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 City Hall
Triple: [Ferndale, Washington, hasCityHall, Ferndale City Hall]
Generated description
Ferndale City Hall is the primary municipal government building serving the city of Ferndale in Whatcom County, Washington.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ferndale City Hall
Target entity description: Ferndale City Hall is the primary municipal government building serving the city of Ferndale in Whatcom County, Washington.
  • A. Wendell Town Hall
    Wendell Town Hall is a historic municipal building in Wendell, North Carolina, that has long served as the center of the town’s local government and civic life.
  • B. Greenfield City Hall
    Greenfield City Hall is the primary municipal government building and a notable historic landmark in downtown Greenfield, Massachusetts.
  • C. Greenfield City Hall
    Greenfield City Hall is the primary municipal government building serving the administrative and civic needs of Greenfield, Wisconsin.
  • D. Dearborn Heights City Hall
    Dearborn Heights City Hall is the main municipal government building and administrative center serving the city of Dearborn Heights, Michigan.
  • E. Fairfield City Hall
    Fairfield City Hall is the main municipal government building of Fairfield, serving as the administrative center and meeting place for the city’s elected council.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e407e5081909424fc0c22483c28 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8e6b31c8190b09276003f284f25 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9db8164819086a3a27692d681d5 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:33 p.m.