Triple

T21215416
Position Surface form Disambiguated ID Type / Status
Subject Seneca Creek E522822 entity
Predicate hasNearbyCommunity P4647 FINISHED
Object Darnestown, Maryland
Darnestown, Maryland is a semi-rural suburban community in Montgomery County known for its historic character, large residential lots, and proximity to parks and natural areas along the Potomac River.
E1577306 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: Darnestown, Maryland | Statement: [Seneca Creek, hasNearbyCommunity, Darnestown, Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darnestown, Maryland
Context triple: [Seneca Creek, hasNearbyCommunity, Darnestown, Maryland]
  • A. 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.
  • B. Overlea, Maryland
    Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
  • C. Derwood, Maryland
    Derwood, Maryland is an unincorporated suburban community in Montgomery County, located between Rockville and Gaithersburg in the Washington, D.C. metropolitan area.
  • D. Darlington, Maryland
    Darlington, Maryland is a small unincorporated rural community in northeastern Maryland known for its historic character and scenic countryside.
  • E. Taneytown, Maryland
    Taneytown, Maryland is a small historic city in northern Maryland known for its rural character and location near the Pennsylvania border.
  • 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: Darnestown, Maryland
Triple: [Seneca Creek, hasNearbyCommunity, Darnestown, Maryland]
Generated description
Darnestown, Maryland is a semi-rural suburban community in Montgomery County known for its historic character, large residential lots, and proximity to parks and natural areas along the Potomac River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darnestown, Maryland
Target entity description: Darnestown, Maryland is a semi-rural suburban community in Montgomery County known for its historic character, large residential lots, and proximity to parks and natural areas along the Potomac River.
  • A. 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.
  • B. Overlea, Maryland
    Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
  • C. Derwood, Maryland
    Derwood, Maryland is an unincorporated suburban community in Montgomery County, located between Rockville and Gaithersburg in the Washington, D.C. metropolitan area.
  • D. Darlington, Maryland
    Darlington, Maryland is a small unincorporated rural community in northeastern Maryland known for its historic character and scenic countryside.
  • E. Taneytown, Maryland
    Taneytown, Maryland is a small historic city in northern Maryland known for its rural character and location near the Pennsylvania border.
  • 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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73473870c8190a0f41f9c85567aa7 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f2817688190abd9a0a022ac618c completed May 19, 2026, 10:44 a.m.
NEDg Description generation batch_6a0c4043d00481908f8d72d80c8ec692 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40d700188190a34ad429ec84e710 completed May 19, 2026, 10:52 a.m.
Created at: April 16, 2026, 3:40 p.m.