Triple

T1983784
Position Surface form Disambiguated ID Type / Status
Subject Hunt Valley, Maryland E43090 entity
Predicate hasZIPCodeArea P920 FINISHED
Object Cockeysville–Hunt Valley area
The Cockeysville–Hunt Valley area is a suburban region in northern Baltimore County, Maryland, known for its mix of residential communities, corporate offices, and retail centers.
 E43090 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–Hunt Valley area | Statement: [Hunt Valley, Maryland, hasZIPCodeArea, Cockeysville–Hunt Valley area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cockeysville–Hunt Valley area
Context triple: [Hunt Valley, Maryland, hasZIPCodeArea, Cockeysville–Hunt Valley area]
  • A. Hunt Valley, Maryland
    Hunt Valley, Maryland is a suburban community north of Baltimore known for its business parks, shopping centers, and role as a regional commercial hub.
  • B. Ellicott City
    Ellicott City is a historic unincorporated community in central Maryland known for its preserved 19th-century downtown and frequent, severe flooding events.
  • C. Temple Hills, Maryland
    Temple Hills, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
  • D. 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.
  • E. Montgomery Village, Maryland
    Montgomery Village, Maryland is a large planned suburban community in central Montgomery County known for its residential neighborhoods, parks, and proximity to Washington, D.C.
  • 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–Hunt Valley area
Triple: [Hunt Valley, Maryland, hasZIPCodeArea, Cockeysville–Hunt Valley area]
Generated description
The Cockeysville–Hunt Valley area is a suburban region in northern Baltimore County, Maryland, known for its mix of residential communities, corporate offices, and retail centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cockeysville–Hunt Valley area
Target entity description: The Cockeysville–Hunt Valley area is a suburban region in northern Baltimore County, Maryland, known for its mix of residential communities, corporate offices, and retail centers.
  • A. Hunt Valley, Maryland chosen
    Hunt Valley, Maryland is a suburban community north of Baltimore known for its business parks, shopping centers, and role as a regional commercial hub.
  • B. Ellicott City
    Ellicott City is a historic unincorporated community in central Maryland known for its preserved 19th-century downtown and frequent, severe flooding events.
  • C. Temple Hills, Maryland
    Temple Hills, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
  • D. 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.
  • E. Montgomery Village, Maryland
    Montgomery Village, Maryland is a large planned suburban community in central Montgomery County known for its residential neighborhoods, parks, and proximity to Washington, D.C.
  • 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb820815481908aac6d89b437225b completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69b51c512b108190b08245662695b8ca completed March 14, 2026, 8:29 a.m.
NEDg Description generation batch_69b51cd116d08190beeb1cd8e9d05468 completed March 14, 2026, 8:31 a.m.
NED2 Entity disambiguation (via description) batch_69b51d865f20819095418bd080ce2bb4 completed March 14, 2026, 8:34 a.m.
Created at: March 4, 2026, 7:37 p.m.