Triple

T18157846
Position Surface form Disambiguated ID Type / Status
Subject Anne Arundel County Charter E434678 entity
Predicate jurisdiction P82 FINISHED
Object Anne Arundel County, Maryland, United States
Anne Arundel County, Maryland, United States is a county in the Baltimore–Washington metropolitan area that includes the state capital of Annapolis and is known for its extensive Chesapeake Bay shoreline and maritime heritage.
E1310272 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: Anne Arundel County, Maryland, United States | Statement: [Anne Arundel County Charter, jurisdiction, Anne Arundel County, Maryland, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anne Arundel County, Maryland, United States
Context triple: [Anne Arundel County Charter, jurisdiction, Anne Arundel County, Maryland, United States]
  • A. Calvert County, Maryland
    Calvert County, Maryland is a largely suburban and rural county in southern Maryland along the western shore of the Chesapeake Bay, known for its waterfront communities, fossil-rich cliffs, and role as a bedroom community within the greater Washington, D.C. region.
  • B. Prince George’s County, Maryland
    Prince George’s County, Maryland is a populous suburban county bordering Washington, D.C., known for its significant African American middle-class communities, government institutions, and historical sites.
  • C. Kent County, Maryland
    Kent County, Maryland is a rural county on Maryland’s Eastern Shore along the Chesapeake Bay, known for its historic waterfront towns and agricultural landscapes.
  • D. Harford County, Maryland
    Harford County, Maryland is a county in northeastern Maryland known for its mix of suburban communities, rural landscapes, and proximity to the Chesapeake Bay.
  • E. Charles County, Maryland
    Charles County, Maryland is a suburban county in southern Maryland known for its growing residential communities, proximity to Washington, D.C., and a mix of historic sites and Potomac River waterfront areas.
  • 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: Anne Arundel County, Maryland, United States
Triple: [Anne Arundel County Charter, jurisdiction, Anne Arundel County, Maryland, United States]
Generated description
Anne Arundel County, Maryland, United States is a county in the Baltimore–Washington metropolitan area that includes the state capital of Annapolis and is known for its extensive Chesapeake Bay shoreline and maritime heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anne Arundel County, Maryland, United States
Target entity description: Anne Arundel County, Maryland, United States is a county in the Baltimore–Washington metropolitan area that includes the state capital of Annapolis and is known for its extensive Chesapeake Bay shoreline and maritime heritage.
  • A. Calvert County, Maryland
    Calvert County, Maryland is a largely suburban and rural county in southern Maryland along the western shore of the Chesapeake Bay, known for its waterfront communities, fossil-rich cliffs, and role as a bedroom community within the greater Washington, D.C. region.
  • B. Prince George’s County, Maryland
    Prince George’s County, Maryland is a populous suburban county bordering Washington, D.C., known for its significant African American middle-class communities, government institutions, and historical sites.
  • C. Kent County, Maryland
    Kent County, Maryland is a rural county on Maryland’s Eastern Shore along the Chesapeake Bay, known for its historic waterfront towns and agricultural landscapes.
  • D. Harford County, Maryland
    Harford County, Maryland is a county in northeastern Maryland known for its mix of suburban communities, rural landscapes, and proximity to the Chesapeake Bay.
  • E. Charles County, Maryland
    Charles County, Maryland is a suburban county in southern Maryland known for its growing residential communities, proximity to Washington, D.C., and a mix of historic sites and Potomac River waterfront areas.
  • 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4debf43348190a22f23a4bbfab433 completed April 19, 2026, 1:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038fbcd66c819097cb2cd457157e2b completed May 12, 2026, 8:38 p.m.
NEDg Description generation batch_6a03915b8a748190bf168a308e4c638c completed May 12, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_6a0392118b84819081252eb438ed5654 completed May 12, 2026, 8:48 p.m.
Created at: April 10, 2026, 10:30 a.m.