Triple
T16815085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sparks, Maryland |
E408722
|
entity |
| Predicate | hasNearbyCommunity |
P4647
|
FINISHED |
| Object |
Glencoe, Maryland
Glencoe, Maryland is a small unincorporated community in Baltimore County known for its rural character and historic homes along the Gunpowder Falls.
|
E1417301
|
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: Glencoe, Maryland | Statement: [Sparks, Maryland, hasNearbyCommunity, Glencoe, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Glencoe, Maryland Context triple: [Sparks, Maryland, hasNearbyCommunity, Glencoe, Maryland]
-
A.
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.
-
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.
Germantown, Maryland
Germantown, Maryland is a major suburban community in the Washington, D.C. metropolitan area known for its rapid growth, diverse population, and extensive residential and commercial development.
-
D.
Cockeysville, Maryland
Cockeysville, Maryland is a suburban community in Baltimore County known for its commercial centers, residential neighborhoods, and role as a base for major corporations.
-
E.
Bel Air, Maryland
Bel Air, Maryland is a small town in Harford County that serves as a residential and commercial hub in northeastern Maryland.
- 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: Glencoe, Maryland Triple: [Sparks, Maryland, hasNearbyCommunity, Glencoe, Maryland]
Generated description
Glencoe, Maryland is a small unincorporated community in Baltimore County known for its rural character and historic homes along the Gunpowder Falls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Glencoe, Maryland Target entity description: Glencoe, Maryland is a small unincorporated community in Baltimore County known for its rural character and historic homes along the Gunpowder Falls.
-
A.
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.
-
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.
Germantown, Maryland
Germantown, Maryland is a major suburban community in the Washington, D.C. metropolitan area known for its rapid growth, diverse population, and extensive residential and commercial development.
-
D.
Cockeysville, Maryland
Cockeysville, Maryland is a suburban community in Baltimore County known for its commercial centers, residential neighborhoods, and role as a base for major corporations.
-
E.
Bel Air, Maryland
Bel Air, Maryland is a small town in Harford County that serves as a residential and commercial hub in northeastern Maryland.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e0e05081908bd5eaa64abe133d |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0843ce24748190a0bfca69e4d5006d |
completed | May 16, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a0844a1f6988190bbab91201b2a0d7e |
completed | May 16, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0845700ec48190bb59acff92e4e616 |
completed | May 16, 2026, 10:22 a.m. |
Created at: April 10, 2026, 5:23 a.m.