Triple
T9447550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Route 45 |
E227800
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Hereford, Maryland
Hereford, Maryland is a small unincorporated community in northern Baltimore County known for its rural character, proximity to the Gunpowder Falls State Park, and location along the historic York Road corridor.
|
E887083
|
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: Hereford, Maryland | Statement: [Maryland Route 45, passesThrough, Hereford, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hereford, Maryland Context triple: [Maryland Route 45, passesThrough, Hereford, Maryland]
-
A.
Overlea, Maryland
Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
-
B.
Thurmont, Maryland
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
-
C.
Derwood, Maryland
Derwood, Maryland is an unincorporated suburban community in Montgomery County, located between Rockville and Gaithersburg in the Washington, D.C. metropolitan area.
-
D.
Hughesville, Maryland
Hughesville, Maryland is an unincorporated community and rural crossroads village in Charles County that serves as a regional commercial and administrative center in Southern Maryland.
-
E.
Goldsboro, Maryland
Goldsboro, Maryland is a small rural town located in Caroline County on Maryland’s Eastern Shore.
- 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: Hereford, Maryland Triple: [Maryland Route 45, passesThrough, Hereford, Maryland]
Generated description
Hereford, Maryland is a small unincorporated community in northern Baltimore County known for its rural character, proximity to the Gunpowder Falls State Park, and location along the historic York Road corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hereford, Maryland Target entity description: Hereford, Maryland is a small unincorporated community in northern Baltimore County known for its rural character, proximity to the Gunpowder Falls State Park, and location along the historic York Road corridor.
-
A.
Overlea, Maryland
Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
-
B.
Thurmont, Maryland
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
-
C.
Derwood, Maryland
Derwood, Maryland is an unincorporated suburban community in Montgomery County, located between Rockville and Gaithersburg in the Washington, D.C. metropolitan area.
-
D.
Hughesville, Maryland
Hughesville, Maryland is an unincorporated community and rural crossroads village in Charles County that serves as a regional commercial and administrative center in Southern Maryland.
-
E.
Goldsboro, Maryland
Goldsboro, Maryland is a small rural town located in Caroline County on Maryland’s Eastern Shore.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f62dfa48190bf318777d97f0f2a |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de83df5bf881908d775354ace05e66 |
completed | April 14, 2026, 6:13 p.m. |
| NEDg | Description generation | batch_69de883488b481909f151d8a7c246aa1 |
completed | April 14, 2026, 6:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8e80fe80819088ac76bb5abc58f0 |
completed | April 14, 2026, 6:59 p.m. |
Created at: March 30, 2026, 7:51 p.m.