Triple
T4732846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Maryland |
E105051
|
entity |
| Predicate | hasCityOrTown |
P847
|
FINISHED |
| Object |
Leonardtown, Maryland
Leonardtown, Maryland is a historic small town in St. Mary's County that serves as the county seat and a cultural hub of Southern Maryland.
|
E666019
|
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: Leonardtown, Maryland | Statement: [Southern Maryland, hasCityOrTown, Leonardtown, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leonardtown, Maryland Context triple: [Southern Maryland, hasCityOrTown, Leonardtown, Maryland]
-
A.
Brandywine, Maryland
Brandywine, Maryland is an unincorporated community in Prince George's County known for its rapidly growing suburban development and proximity to the Washington, D.C. metropolitan area.
-
B.
Suitland, Maryland
Suitland, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to federal government facilities.
-
C.
Huntingtown, Maryland
Huntingtown, Maryland is a small unincorporated community in Calvert County known for its suburban-rural character and proximity to the Chesapeake Bay.
-
D.
St. Leonard, Maryland
St. Leonard, Maryland is a small unincorporated community in southern Maryland known for its rural character and proximity to the Chesapeake Bay.
-
E.
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.
- 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: Leonardtown, Maryland Triple: [Southern Maryland, hasCityOrTown, Leonardtown, Maryland]
Generated description
Leonardtown, Maryland is a historic small town in St. Mary's County that serves as the county seat and a cultural hub of Southern Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leonardtown, Maryland Target entity description: Leonardtown, Maryland is a historic small town in St. Mary's County that serves as the county seat and a cultural hub of Southern Maryland.
-
A.
Brandywine, Maryland
Brandywine, Maryland is an unincorporated community in Prince George's County known for its rapidly growing suburban development and proximity to the Washington, D.C. metropolitan area.
-
B.
Suitland, Maryland
Suitland, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to federal government facilities.
-
C.
Huntingtown, Maryland
Huntingtown, Maryland is a small unincorporated community in Calvert County known for its suburban-rural character and proximity to the Chesapeake Bay.
-
D.
St. Leonard, Maryland
St. Leonard, Maryland is a small unincorporated community in southern Maryland known for its rural character and proximity to the Chesapeake Bay.
-
E.
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.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6466354481908595f5bb56025cdb |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83414c374819085ca1e441728c6af |
completed | March 28, 2026, 8:03 p.m. |
| NEDg | Description generation | batch_69c834df98908190a13df51182751a75 |
completed | March 28, 2026, 8:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83597d0f0819091a095e8376fd644 |
completed | March 28, 2026, 8:10 p.m. |
Created at: March 20, 2026, 1:19 p.m.