Triple
T1983789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunt Valley, Maryland |
E43090
|
entity |
| Predicate | nearCommunity |
P4647
|
FINISHED |
| Object |
Sparks, Maryland
Sparks, Maryland is an unincorporated community in Baltimore County known for its suburban-rural character just north of the Baltimore metropolitan area.
|
E408722
|
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: Sparks, Maryland | Statement: [Hunt Valley, Maryland, nearCommunity, Sparks, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sparks, Maryland Context triple: [Hunt Valley, Maryland, nearCommunity, Sparks, Maryland]
-
A.
Bowie, Maryland
Bowie, Maryland is a suburban city in the Washington, D.C. metropolitan area known for its planned communities, parks, and family-oriented residential character.
-
B.
Glen Burnie, Maryland
Glen Burnie, Maryland is a suburban community in Anne Arundel County near Baltimore, known as a residential and commercial hub with light rail access to the city.
-
C.
Savage, Maryland
Savage, Maryland is an unincorporated historic mill town in central Maryland known for the 19th-century Savage Mill complex and its location between Washington, D.C. and Baltimore.
-
D.
Fulton, Maryland
Fulton, Maryland is an unincorporated suburban community in central Maryland located between Washington, D.C., and Baltimore.
-
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: Sparks, Maryland Triple: [Hunt Valley, Maryland, nearCommunity, Sparks, Maryland]
Generated description
Sparks, Maryland is an unincorporated community in Baltimore County known for its suburban-rural character just north of the Baltimore metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sparks, Maryland Target entity description: Sparks, Maryland is an unincorporated community in Baltimore County known for its suburban-rural character just north of the Baltimore metropolitan area.
-
A.
Bowie, Maryland
Bowie, Maryland is a suburban city in the Washington, D.C. metropolitan area known for its planned communities, parks, and family-oriented residential character.
-
B.
Glen Burnie, Maryland
Glen Burnie, Maryland is a suburban community in Anne Arundel County near Baltimore, known as a residential and commercial hub with light rail access to the city.
-
C.
Savage, Maryland
Savage, Maryland is an unincorporated historic mill town in central Maryland known for the 19th-century Savage Mill complex and its location between Washington, D.C. and Baltimore.
-
D.
Fulton, Maryland
Fulton, Maryland is an unincorporated suburban community in central Maryland located between Washington, D.C., and Baltimore.
-
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_69a88713ddc88190a969715658ebe7a8 |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb820815481908aac6d89b437225b |
completed | March 7, 2026, 5:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b555f76b2c819084b3be0189ac453f |
completed | March 14, 2026, 12:35 p.m. |
| NEDg | Description generation | batch_69b55681b8fc8190a9b2b8895f7a7120 |
completed | March 14, 2026, 12:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55706a2708190aeb41591b91f0fba |
completed | March 14, 2026, 12:39 p.m. |
Created at: March 4, 2026, 7:37 p.m.