Triple

T6676027
Position Surface form Disambiguated ID Type / Status
Subject Dunkirk, Maryland E151853 entity
Predicate hasLibraryService P6787 FINISHED
Object Calvert Library Twin Beaches Branch (serving area)
Calvert Library Twin Beaches Branch (serving area) is the service region covered by the Calvert Library Twin Beaches Branch, providing public library resources and programs to residents in and around Dunkirk, Maryland.
E611084 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: Calvert Library Twin Beaches Branch (serving area) | Statement: [Dunkirk, Maryland, hasLibraryService, Calvert Library Twin Beaches Branch (serving area)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Calvert Library Twin Beaches Branch (serving area)
Context triple: [Dunkirk, Maryland, hasLibraryService, Calvert Library Twin Beaches Branch (serving area)]
  • A. Montrose Beach area
    The Montrose Beach area is a popular recreational lakeside spot in Chicago known for its sandy beach, bird sanctuary, and views of Lake Michigan and the city skyline.
  • B. Chesapeake Beach, Maryland
    Chesapeake Beach, Maryland is a small waterfront town on the western shore of the Chesapeake Bay known for its marinas, boardwalk, and recreational fishing.
  • C. Town of Highland Beach, Florida
    The Town of Highland Beach, Florida is a small, affluent coastal community on a barrier island between the Atlantic Ocean and the Intracoastal Waterway in southeastern Florida.
  • D. Middle Beach
    Middle Beach is a coastal beach area located within Mimosa Rocks National Park on the south coast of New South Wales, Australia, known for its natural scenery and relatively secluded shoreline.
  • E. Jacksonville Beaches
    Jacksonville Beaches is a coastal region in northeastern Florida comprising several beach communities east of Jacksonville along the Atlantic Ocean.
  • 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: Calvert Library Twin Beaches Branch (serving area)
Triple: [Dunkirk, Maryland, hasLibraryService, Calvert Library Twin Beaches Branch (serving area)]
Generated description
Calvert Library Twin Beaches Branch (serving area) is the service region covered by the Calvert Library Twin Beaches Branch, providing public library resources and programs to residents in and around Dunkirk, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Calvert Library Twin Beaches Branch (serving area)
Target entity description: Calvert Library Twin Beaches Branch (serving area) is the service region covered by the Calvert Library Twin Beaches Branch, providing public library resources and programs to residents in and around Dunkirk, Maryland.
  • A. Montrose Beach area
    The Montrose Beach area is a popular recreational lakeside spot in Chicago known for its sandy beach, bird sanctuary, and views of Lake Michigan and the city skyline.
  • B. Chesapeake Beach, Maryland
    Chesapeake Beach, Maryland is a small waterfront town on the western shore of the Chesapeake Bay known for its marinas, boardwalk, and recreational fishing.
  • C. Town of Highland Beach, Florida
    The Town of Highland Beach, Florida is a small, affluent coastal community on a barrier island between the Atlantic Ocean and the Intracoastal Waterway in southeastern Florida.
  • D. Middle Beach
    Middle Beach is a coastal beach area located within Mimosa Rocks National Park on the south coast of New South Wales, Australia, known for its natural scenery and relatively secluded shoreline.
  • E. Jacksonville Beaches
    Jacksonville Beaches is a coastal region in northeastern Florida comprising several beach communities east of Jacksonville along the Atlantic Ocean.
  • 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_69c687f830bc81909eb8b04dbb8450b1 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0f3021481908c2599349eb6ea07 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7a57bd88190a423ff7d2139aa51 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f8946b2c8190b18edff8523cf565 completed March 27, 2026, 9:37 p.m.
NED2 Entity disambiguation (via description) batch_69c6f96c215081909e9d7a6e0a811f18 completed March 27, 2026, 9:41 p.m.
Created at: March 27, 2026, 2:03 p.m.