Triple

T7678512
Position Surface form Disambiguated ID Type / Status
Subject Urbana, Maryland E173926 entity
Predicate hasPlannedNeighborhood P23364 FINISHED
Object Urbana Highlands
Urbana Highlands is a residential planned community within the fast-growing Urbana area of Frederick County, Maryland, featuring suburban housing and neighborhood amenities.
E681383 NE FINISHED

How this triple was built (5 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: Urbana Highlands | Statement: [Urbana, Maryland, hasPlannedNeighborhood, Urbana Highlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urbana Highlands
Context triple: [Urbana, Maryland, hasPlannedNeighborhood, Urbana Highlands]
  • A. Woodridge
    Woodridge is a residential neighborhood in Northeast Washington, D.C., known for its tree-lined streets and proximity to the Brookland area.
  • B. University Park, Illinois
    University Park, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and proximity to Governors State University.
  • C. Oak Park
    Oak Park is a public recreational park located in Stockton, California, offering green space and outdoor amenities for the local community.
  • D. Oak Park
    Oak Park is a central public park in Bishkek, Kyrgyzstan, known for its tree-lined paths, sculptures, and role as a popular recreational space for residents and visitors.
  • E. Elmhurst
    Elmhurst is a diverse residential and commercial neighborhood in the borough of Queens in New York City, known for its multicultural community and bustling shopping 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: Urbana Highlands
Triple: [Urbana, Maryland, hasPlannedNeighborhood, Urbana Highlands]
Generated description
Urbana Highlands is a residential planned community within the fast-growing Urbana area of Frederick County, Maryland, featuring suburban housing and neighborhood amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urbana Highlands
Target entity description: Urbana Highlands is a residential planned community within the fast-growing Urbana area of Frederick County, Maryland, featuring suburban housing and neighborhood amenities.
  • A. Woodridge
    Woodridge is a residential neighborhood in Northeast Washington, D.C., known for its tree-lined streets and proximity to the Brookland area.
  • B. University Park, Illinois
    University Park, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and proximity to Governors State University.
  • C. Oak Park
    Oak Park is a public recreational park located in Stockton, California, offering green space and outdoor amenities for the local community.
  • D. Oak Park
    Oak Park is a central public park in Bishkek, Kyrgyzstan, known for its tree-lined paths, sculptures, and role as a popular recreational space for residents and visitors.
  • E. Elmhurst
    Elmhurst is a diverse residential and commercial neighborhood in the borough of Queens in New York City, known for its multicultural community and bustling shopping areas.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPlannedNeighborhood
Context triple: [Urbana, Maryland, hasPlannedNeighborhood, Urbana Highlands]
  • A. hasPlannedCommunity chosen
    Indicates that an entity is associated with or contains a community that has been intentionally designed and organized according to a specific development plan.
  • B. hasNeighbourhood
    Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
  • C. hasPlannedCity
    Indicates that an entity has a city that was deliberately designed and constructed according to a prearranged plan.
  • D. isPlannedCommunity
    Indicates that a community has been intentionally designed and developed according to a coordinated plan rather than growing organically.
  • E. townPlannedWith
    Indicates that a town was designed, organized, or laid out in coordination with a particular plan, entity, or planning effort.
  • F. None of above.

Provenance (6 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7048b0b448190889bd40e0a38e51a completed March 27, 2026, 10:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a248750481908f0de08aee78c9ba completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a2fd5a348190a952f6cc3e622474 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3a570948190ba733c3c858d4bfd completed March 29, 2026, 3:59 a.m.
PD Predicate disambiguation batch_69c701618d3481908be84b76f36ac5a1 completed March 27, 2026, 10:14 p.m.
Created at: March 27, 2026, 4:01 p.m.