Triple

T7201643
Position Surface form Disambiguated ID Type / Status
Subject Walkersville, Maryland E168758 entity
Predicate metropolitanArea P294 FINISHED
Object Frederick metropolitan area
The Frederick metropolitan area is a U.S. Census-defined region in central Maryland centered on the city of Frederick, encompassing surrounding suburban and semi-rural communities.
 E648799 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: Frederick metropolitan area | Statement: [Walkersville, Maryland, metropolitanArea, Frederick metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frederick metropolitan area
Context triple: [Walkersville, Maryland, metropolitanArea, Frederick metropolitan area]
  • A. Wilson metropolitan area
    The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
  • B. Great Falls metropolitan area
    The Great Falls metropolitan area is a regional urban and economic hub in central Montana centered on the city of Great Falls and its surrounding communities.
  • C. Lawrence metropolitan area
    The Lawrence metropolitan area is a small urban region in Kansas centered on the city of Lawrence, known for the University of Kansas and its vibrant college-town culture.
  • D. Anderson metropolitan area
    The Anderson metropolitan area is a U.S. metropolitan region in northwestern South Carolina centered on the city of Anderson and its surrounding communities.
  • E. Monroe metropolitan area
    The Monroe metropolitan area is a regional urban and economic hub in northeastern Louisiana centered on the city of Monroe and its surrounding communities.
  • 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: Frederick metropolitan area
Triple: [Walkersville, Maryland, metropolitanArea, Frederick metropolitan area]
Generated description
The Frederick metropolitan area is a U.S. Census-defined region in central Maryland centered on the city of Frederick, encompassing surrounding suburban and semi-rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frederick metropolitan area
Target entity description: The Frederick metropolitan area is a U.S. Census-defined region in central Maryland centered on the city of Frederick, encompassing surrounding suburban and semi-rural communities.
  • A. Wilson metropolitan area
    The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
  • B. Great Falls metropolitan area
    The Great Falls metropolitan area is a regional urban and economic hub in central Montana centered on the city of Great Falls and its surrounding communities.
  • C. Lawrence metropolitan area
    The Lawrence metropolitan area is a small urban region in Kansas centered on the city of Lawrence, known for the University of Kansas and its vibrant college-town culture.
  • D. Anderson metropolitan area
    The Anderson metropolitan area is a U.S. metropolitan region in northwestern South Carolina centered on the city of Anderson and its surrounding communities.
  • E. Monroe metropolitan area
    The Monroe metropolitan area is a regional urban and economic hub in northeastern Louisiana centered on the city of Monroe and its surrounding communities.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e94971508190bb38184c9af2fe51 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfb0f4688190a677b818a0b3619c completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c09957d881909847e8bf3cf25b92 completed March 28, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7c123c4b48190a76fb869f7abc553 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:52 p.m.