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.