Triple
T4527523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carroll County, Maryland |
E106214
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Hampstead, Maryland
Hampstead, Maryland is a small town in northern Maryland known for its suburban residential character and proximity to both rural farmland and the Baltimore metropolitan area.
|
E643028
|
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: Hampstead, Maryland | Statement: [Carroll County, Maryland, hasMunicipality, Hampstead, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hampstead, Maryland Context triple: [Carroll County, Maryland, hasMunicipality, Hampstead, Maryland]
-
A.
Hyattsville, Maryland
Hyattsville, Maryland is a small city in the Washington, D.C. metropolitan area known for its historic districts, arts scene, and diverse residential neighborhoods.
-
B.
Westminster, Maryland
Westminster, Maryland is a small historic city in northern Maryland known for its role as the commercial and cultural hub of Carroll County.
-
C.
Mount Airy, Maryland
Mount Airy, Maryland is a small town in central Maryland known for its historic downtown, scenic rural surroundings, and location along the border of several counties including Frederick County.
-
D.
Bel Air, Maryland
Bel Air, Maryland is a small town in Harford County that serves as a residential and commercial hub in northeastern Maryland.
-
E.
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.
- 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: Hampstead, Maryland Triple: [Carroll County, Maryland, hasMunicipality, Hampstead, Maryland]
Generated description
Hampstead, Maryland is a small town in northern Maryland known for its suburban residential character and proximity to both rural farmland and the Baltimore metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hampstead, Maryland Target entity description: Hampstead, Maryland is a small town in northern Maryland known for its suburban residential character and proximity to both rural farmland and the Baltimore metropolitan area.
-
A.
Hyattsville, Maryland
Hyattsville, Maryland is a small city in the Washington, D.C. metropolitan area known for its historic districts, arts scene, and diverse residential neighborhoods.
-
B.
Westminster, Maryland
Westminster, Maryland is a small historic city in northern Maryland known for its role as the commercial and cultural hub of Carroll County.
-
C.
Mount Airy, Maryland
Mount Airy, Maryland is a small town in central Maryland known for its historic downtown, scenic rural surroundings, and location along the border of several counties including Frederick County.
-
D.
Bel Air, Maryland
Bel Air, Maryland is a small town in Harford County that serves as a residential and commercial hub in northeastern Maryland.
-
E.
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.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd577737848190ad509c8bb8e57ec0 |
completed | March 20, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a2ff2f2481908865e83841fc28d4 |
completed | March 28, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_69c7a3e11f648190adf7210cee954c3d |
completed | March 28, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7a428dd048190a846bfb6d10b60e7 |
completed | March 28, 2026, 9:49 a.m. |
Created at: March 20, 2026, 1:03 p.m.