Triple

T4881023
Position Surface form Disambiguated ID Type / Status
Subject Owings Mills, Maryland E109325 entity
Predicate hasNearbyCommunity P4647 FINISHED
Object Randallstown, Maryland
Randallstown, Maryland is a suburban community in Baltimore County known for its residential neighborhoods and proximity to Baltimore and nearby commercial centers.
 E676902 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: Randallstown, Maryland | Statement: [Owings Mills, Maryland, hasNearbyCommunity, Randallstown, Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randallstown, Maryland
Context triple: [Owings Mills, Maryland, hasNearbyCommunity, Randallstown, Maryland]
  • A. Braddock Heights, Maryland
    Braddock Heights, Maryland is an unincorporated community in Frederick County known for its scenic ridge-top location overlooking Middletown Valley and its history as a late-19th-century resort and trolley destination.
  • B. Reisterstown, Maryland
    Reisterstown, Maryland is a historic unincorporated community in Baltimore County known for its colonial-era roots, residential neighborhoods, and role as a suburban hub northwest of Baltimore City.
  • C. Brentwood, Maryland
    Brentwood, Maryland is a small residential town in the inner suburbs of Washington, D.C., known for its diverse community and proximity to the nation’s capital.
  • D. Cockeysville, Maryland
    Cockeysville, Maryland is a suburban community in Baltimore County known for its commercial centers, residential neighborhoods, and role as a base for major corporations.
  • E. Marlow Heights, Maryland
    Marlow Heights, Maryland is a suburban community in Prince George's County, just outside Washington, D.C., known for its residential neighborhoods and proximity to major urban centers.
  • 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: Randallstown, Maryland
Triple: [Owings Mills, Maryland, hasNearbyCommunity, Randallstown, Maryland]
Generated description
Randallstown, Maryland is a suburban community in Baltimore County known for its residential neighborhoods and proximity to Baltimore and nearby commercial centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randallstown, Maryland
Target entity description: Randallstown, Maryland is a suburban community in Baltimore County known for its residential neighborhoods and proximity to Baltimore and nearby commercial centers.
  • A. Braddock Heights, Maryland
    Braddock Heights, Maryland is an unincorporated community in Frederick County known for its scenic ridge-top location overlooking Middletown Valley and its history as a late-19th-century resort and trolley destination.
  • B. Reisterstown, Maryland
    Reisterstown, Maryland is a historic unincorporated community in Baltimore County known for its colonial-era roots, residential neighborhoods, and role as a suburban hub northwest of Baltimore City.
  • C. Brentwood, Maryland
    Brentwood, Maryland is a small residential town in the inner suburbs of Washington, D.C., known for its diverse community and proximity to the nation’s capital.
  • D. Cockeysville, Maryland
    Cockeysville, Maryland is a suburban community in Baltimore County known for its commercial centers, residential neighborhoods, and role as a base for major corporations.
  • E. Marlow Heights, Maryland
    Marlow Heights, Maryland is a suburban community in Prince George's County, just outside Washington, D.C., known for its residential neighborhoods and proximity to major urban centers.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dc071d4819083ea9fd0c73c5f49 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8681d57c08190b72d1b010db3a065 completed March 28, 2026, 11:45 p.m.
NEDg Description generation batch_69c8690ef840819082ecaa16b5cf3f0c completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c86b70a51c819091590ff094e6e784 completed March 28, 2026, 11:59 p.m.
Created at: March 20, 2026, 1:27 p.m.