Triple

T17469774
Position Surface form Disambiguated ID Type / Status
Subject Harford County, Maryland E425374 entity
Predicate containsSettlement P847 FINISHED
Object Fallston, Maryland
Fallston, Maryland is a suburban community in Harford County known for its residential neighborhoods, good schools, and semi-rural character northeast of Baltimore.
 E1442849 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: Fallston, Maryland | Statement: [Harford County, Maryland, containsSettlement, Fallston, Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fallston, Maryland
Context triple: [Harford County, Maryland, containsSettlement, Fallston, Maryland]
  • A. Grasonville, Maryland
    Grasonville, Maryland is a small waterfront community on Maryland’s Eastern Shore known for its marinas, seafood restaurants, and proximity to the Chesapeake Bay.
  • B. Stevensville, Maryland
    Stevensville, Maryland is a historic unincorporated community and primary population center on Kent Island in Queen Anne’s County, serving as a residential and commercial hub on Maryland’s Eastern Shore.
  • C. 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.
  • D. Smithsburg, Maryland
    Smithsburg, Maryland is a small town in Washington County near the western base of South Mountain, known for its rural character and proximity to outdoor recreation areas.
  • E. Overlea, Maryland
    Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
  • 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: Fallston, Maryland
Triple: [Harford County, Maryland, containsSettlement, Fallston, Maryland]
Generated description
Fallston, Maryland is a suburban community in Harford County known for its residential neighborhoods, good schools, and semi-rural character northeast of Baltimore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fallston, Maryland
Target entity description: Fallston, Maryland is a suburban community in Harford County known for its residential neighborhoods, good schools, and semi-rural character northeast of Baltimore.
  • A. Grasonville, Maryland
    Grasonville, Maryland is a small waterfront community on Maryland’s Eastern Shore known for its marinas, seafood restaurants, and proximity to the Chesapeake Bay.
  • B. Stevensville, Maryland
    Stevensville, Maryland is a historic unincorporated community and primary population center on Kent Island in Queen Anne’s County, serving as a residential and commercial hub on Maryland’s Eastern Shore.
  • C. 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.
  • D. Smithsburg, Maryland
    Smithsburg, Maryland is a small town in Washington County near the western base of South Mountain, known for its rural character and proximity to outdoor recreation areas.
  • E. Overlea, Maryland
    Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
  • 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_69d889dbc2e88190b18ea6115e819258 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451aad4a08190be7e25841da8e952 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08c56e355481908d92db0b871d58dd completed May 16, 2026, 7:28 p.m.
NEDg Description generation batch_6a08c6877618819096a3621c19bfc9f2 completed May 16, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_6a08c70c109c8190b4b38ea86f963f38 completed May 16, 2026, 7:35 p.m.
Created at: April 10, 2026, 5:47 a.m.