Triple

T5487871
Position Surface form Disambiguated ID Type / Status
Subject Kentlands Market Square E123628 entity
Predicate partOf P40 FINISHED
Object Kentlands neighborhood
Kentlands neighborhood is a pioneering New Urbanist community in Gaithersburg, Maryland, known for its walkable streets, mixed-use town center, and traditional small-town design.
E522821 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: Kentlands neighborhood | Statement: [Kentlands Market Square, partOf, Kentlands neighborhood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kentlands neighborhood
Context triple: [Kentlands Market Square, partOf, Kentlands neighborhood]
  • A. North Point neighborhood
    North Point neighborhood is a rapidly developing mixed-use district in Cambridge, Massachusetts, known for its modern residential complexes, parks, and proximity to downtown Boston and the Charles River.
  • B. River Terrace neighborhood
    River Terrace is a residential neighborhood in Northeast Washington, D.C., located along the Anacostia River and known for its mid-20th-century rowhouses and proximity to major city thoroughfares.
  • C. Goose Hollow neighborhood
    Goose Hollow neighborhood is a historic, centrally located Portland district known for its mix of residential streets, urban amenities, and proximity to downtown and the West Hills.
  • D. Brightwood neighborhood
    Brightwood is a primarily residential neighborhood in the northwestern quadrant of Washington, D.C., known for its quiet streets, diverse community, and mix of rowhouses and single-family homes.
  • E. Point Breeze neighborhood
    Point Breeze is a historic, affluent residential neighborhood in Pittsburgh, Pennsylvania, known for its tree-lined streets, stately homes, and proximity to major city parks and cultural institutions.
  • 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: Kentlands neighborhood
Triple: [Kentlands Market Square, partOf, Kentlands neighborhood]
Generated description
Kentlands neighborhood is a pioneering New Urbanist community in Gaithersburg, Maryland, known for its walkable streets, mixed-use town center, and traditional small-town design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kentlands neighborhood
Target entity description: Kentlands neighborhood is a pioneering New Urbanist community in Gaithersburg, Maryland, known for its walkable streets, mixed-use town center, and traditional small-town design.
  • A. North Point neighborhood
    North Point neighborhood is a rapidly developing mixed-use district in Cambridge, Massachusetts, known for its modern residential complexes, parks, and proximity to downtown Boston and the Charles River.
  • B. River Terrace neighborhood
    River Terrace is a residential neighborhood in Northeast Washington, D.C., located along the Anacostia River and known for its mid-20th-century rowhouses and proximity to major city thoroughfares.
  • C. Goose Hollow neighborhood
    Goose Hollow neighborhood is a historic, centrally located Portland district known for its mix of residential streets, urban amenities, and proximity to downtown and the West Hills.
  • D. Brightwood neighborhood
    Brightwood is a primarily residential neighborhood in the northwestern quadrant of Washington, D.C., known for its quiet streets, diverse community, and mix of rowhouses and single-family homes.
  • E. Point Breeze neighborhood
    Point Breeze is a historic, affluent residential neighborhood in Pittsburgh, Pennsylvania, known for its tree-lined streets, stately homes, and proximity to major city parks and cultural institutions.
  • 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_69bd464a2d908190869324ce176779c8 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9264d014819097c83bb5c2bb8c39 completed March 20, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf48aa12708190add69c5fd51d161d completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf4a2b6c508190ad13f6d9823ad747 completed March 22, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a87d1fc8190a0e0e75d6f9cd766 completed March 22, 2026, 1:48 a.m.
Created at: March 20, 2026, 2:10 p.m.