Triple
T16341098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwynn Oak, Maryland |
E396804
|
entity |
| Predicate | hasNearbyNeighborhood |
P350
|
FINISHED |
| Object |
West Hills, Baltimore
West Hills is a residential neighborhood in the western part of Baltimore, Maryland, characterized by its suburban feel and proximity to the city–county line.
|
E1206649
|
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: West Hills, Baltimore | Statement: [Gwynn Oak, Maryland, hasNearbyNeighborhood, West Hills, Baltimore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Hills, Baltimore Context triple: [Gwynn Oak, Maryland, hasNearbyNeighborhood, West Hills, Baltimore]
-
A.
Shady Side, Maryland
Shady Side, Maryland is a small waterfront community in Anne Arundel County known for its Chesapeake Bay shoreline, marinas, and residential neighborhoods.
-
B.
Forest Hill, Maryland
Forest Hill, Maryland is an unincorporated community in Harford County known for its suburban residential character and proximity to the city of Bel Air.
-
C.
Berwyn Heights, Maryland
Berwyn Heights, Maryland is a small residential town in Prince George’s County, near the University of Maryland and within the Washington, D.C. metropolitan area.
-
D.
Glenmont, Maryland
Glenmont, Maryland is a suburban community in Montgomery County known for its residential neighborhoods and access to Washington, D.C. via the Glenmont Metro station.
-
E.
Marlow Heights, Maryland
Marlow Heights, Maryland is a suburban community in Prince George's County, just outside Washington, D.C., known for its residential neighborhoods and proximity to major urban centers.
- 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: West Hills, Baltimore Triple: [Gwynn Oak, Maryland, hasNearbyNeighborhood, West Hills, Baltimore]
Generated description
West Hills is a residential neighborhood in the western part of Baltimore, Maryland, characterized by its suburban feel and proximity to the city–county line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Hills, Baltimore Target entity description: West Hills is a residential neighborhood in the western part of Baltimore, Maryland, characterized by its suburban feel and proximity to the city–county line.
-
A.
Shady Side, Maryland
Shady Side, Maryland is a small waterfront community in Anne Arundel County known for its Chesapeake Bay shoreline, marinas, and residential neighborhoods.
-
B.
Forest Hill, Maryland
Forest Hill, Maryland is an unincorporated community in Harford County known for its suburban residential character and proximity to the city of Bel Air.
-
C.
Berwyn Heights, Maryland
Berwyn Heights, Maryland is a small residential town in Prince George’s County, near the University of Maryland and within the Washington, D.C. metropolitan area.
-
D.
Glenmont, Maryland
Glenmont, Maryland is a suburban community in Montgomery County known for its residential neighborhoods and access to Washington, D.C. via the Glenmont Metro station.
-
E.
Marlow Heights, Maryland
Marlow Heights, Maryland is a suburban community in Prince George's County, just outside Washington, D.C., known for its residential neighborhoods and proximity to major urban centers.
- 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da09dcf48190b6fdd14b1812c56a |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00261cf0648190b4dd5ff79de7e315 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0026c9b5c481908f60d2ebfb3f71d7 |
completed | May 10, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00273dd8fc8190b84b8a96442781ee |
completed | May 10, 2026, 6:35 a.m. |
Created at: April 10, 2026, 5:07 a.m.