Triple

T733314
Position Surface form Disambiguated ID Type / Status
Subject Frederick County, Maryland E14876 entity
Predicate contains P35 FINISHED
Object Thurmont, Maryland
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
E167827 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: Thurmont, Maryland | Statement: [Frederick County, Maryland, contains, Thurmont, Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thurmont, Maryland
Context triple: [Frederick County, Maryland, contains, Thurmont, Maryland]
  • A. Edmonston, Maryland
    Edmonston, Maryland is a small town in Prince George’s County known for its residential character and proximity to Washington, D.C.
  • B. Mitchellville, Maryland
    Mitchellville, Maryland is a suburban, predominantly residential community in Prince George’s County known for its affluent, largely African American population and proximity to Washington, D.C.
  • C. Morningside, Maryland
    Morningside, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews.
  • D. Cheverly, Maryland
    Cheverly, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
  • E. Clarksburg, Maryland
    Clarksburg, Maryland is a rapidly growing suburban community in northern Montgomery County known for its planned residential developments and proximity to major commuting routes into the Washington, D.C. 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: Thurmont, Maryland
Triple: [Frederick County, Maryland, contains, Thurmont, Maryland]
Generated description
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thurmont, Maryland
Target entity description: Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
  • A. Edmonston, Maryland
    Edmonston, Maryland is a small town in Prince George’s County known for its residential character and proximity to Washington, D.C.
  • B. Mitchellville, Maryland
    Mitchellville, Maryland is a suburban, predominantly residential community in Prince George’s County known for its affluent, largely African American population and proximity to Washington, D.C.
  • C. Morningside, Maryland
    Morningside, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews.
  • D. Cheverly, Maryland
    Cheverly, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
  • E. Clarksburg, Maryland
    Clarksburg, Maryland is a rapidly growing suburban community in northern Montgomery County known for its planned residential developments and proximity to major commuting routes into the Washington, D.C. 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d6cc58819082018cdfa14b37df completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e56e7fc8190a81cbd97e20fd0e6 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0eba81d481909e2912832d527cec completed March 8, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f835b6c81908efa0c7820fdc05b completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 7:37 p.m.