Triple

T845727
Position Surface form Disambiguated ID Type / Status
Subject Baltimore County E18272 entity
Predicate contains P35 FINISHED
Object Cockeysville
Cockeysville is a suburban community in northern Maryland known for its residential neighborhoods, commercial centers, and proximity to Baltimore.
 E155344 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: Cockeysville | Statement: [Baltimore County, contains, Cockeysville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cockeysville
Context triple: [Baltimore County, contains, Cockeysville]
  • A. Pikesville
    Pikesville is a suburban community in Maryland known as a residential and commercial hub just northwest of Baltimore.
  • B. Towson
    Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
  • C. Owings Mills, Maryland
    Owings Mills, Maryland is a suburban community northwest of Baltimore known for hosting the Baltimore Ravens’ training complex and serving as a regional commercial and residential hub.
  • D. Lutherville-Timonium
    Lutherville-Timonium is a suburban community in Maryland known for its residential neighborhoods, commuter access to Baltimore, and the Maryland State Fairgrounds.
  • E. Bowie, Maryland
    Bowie, Maryland is a suburban city in the Washington, D.C. metropolitan area known for its planned communities, parks, and family-oriented residential character.
  • 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: Cockeysville
Triple: [Baltimore County, contains, Cockeysville]
Generated description
Cockeysville is a suburban community in northern Maryland known for its residential neighborhoods, commercial centers, and proximity to Baltimore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cockeysville
Target entity description: Cockeysville is a suburban community in northern Maryland known for its residential neighborhoods, commercial centers, and proximity to Baltimore.
  • A. Pikesville
    Pikesville is a suburban community in Maryland known as a residential and commercial hub just northwest of Baltimore.
  • B. Towson
    Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
  • C. Owings Mills, Maryland
    Owings Mills, Maryland is a suburban community northwest of Baltimore known for hosting the Baltimore Ravens’ training complex and serving as a regional commercial and residential hub.
  • D. Lutherville-Timonium chosen
    Lutherville-Timonium is a suburban community in Maryland known for its residential neighborhoods, commuter access to Baltimore, and the Maryland State Fairgrounds.
  • E. Bowie, Maryland
    Bowie, Maryland is a suburban city in the Washington, D.C. metropolitan area known for its planned communities, parks, and family-oriented residential character.
  • F. None of above.

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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac0a91e48190b4349ae8bb67fd90 completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69aea8034cf0819089240d70f0a346a6 completed March 9, 2026, 10:59 a.m.
NEDg Description generation batch_69aeaa2603c4819088f8720dbd8a0c4e completed March 9, 2026, 11:08 a.m.
NED2 Entity disambiguation (via description) batch_69aeab5240b88190ac8e600e5fe84454 completed March 9, 2026, 11:13 a.m.
Created at: March 1, 2026, 7:38 p.m.