Triple
T10243438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allegany County, Maryland |
E243655
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Frostburg, Maryland
Frostburg, Maryland is a small Appalachian city in western Maryland known for its historic downtown, former coal-mining roots, and as the home of Frostburg State University.
|
E913681
|
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: Frostburg, Maryland | Statement: [Allegany County, Maryland, contains, Frostburg, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frostburg, Maryland Context triple: [Allegany County, Maryland, contains, Frostburg, Maryland]
-
A.
Hagerstown, Maryland
Hagerstown, Maryland is a city in western Maryland known as a regional hub near key Civil War sites and transportation routes.
-
B.
Boonsboro, Maryland
Boonsboro, Maryland is a small historic town in Washington County known for its proximity to Civil War sites and its location along the Appalachian Trail.
-
C.
Emmitsburg, Maryland
Emmitsburg, Maryland is a small historic town in northern Frederick County known for its religious institutions, including the nearby Mount St. Mary’s University and the National Shrine of Saint Elizabeth Ann Seton.
-
D.
Burkittsville, Maryland
Burkittsville, Maryland is a small historic town in Frederick County best known for its rural setting and its association with the film "The Blair Witch Project."
-
E.
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.
- 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: Frostburg, Maryland Triple: [Allegany County, Maryland, contains, Frostburg, Maryland]
Generated description
Frostburg, Maryland is a small Appalachian city in western Maryland known for its historic downtown, former coal-mining roots, and as the home of Frostburg State University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frostburg, Maryland Target entity description: Frostburg, Maryland is a small Appalachian city in western Maryland known for its historic downtown, former coal-mining roots, and as the home of Frostburg State University.
-
A.
Hagerstown, Maryland
Hagerstown, Maryland is a city in western Maryland known as a regional hub near key Civil War sites and transportation routes.
-
B.
Boonsboro, Maryland
Boonsboro, Maryland is a small historic town in Washington County known for its proximity to Civil War sites and its location along the Appalachian Trail.
-
C.
Emmitsburg, Maryland
Emmitsburg, Maryland is a small historic town in northern Frederick County known for its religious institutions, including the nearby Mount St. Mary’s University and the National Shrine of Saint Elizabeth Ann Seton.
-
D.
Burkittsville, Maryland
Burkittsville, Maryland is a small historic town in Frederick County best known for its rural setting and its association with the film "The Blair Witch Project."
-
E.
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.
- 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_69d381b0f97c819085c9b45799a5fb7c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d22a76188190a73df23bfb08eb3d |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4cbacad608190adddd91f13e4113b |
completed | April 19, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69e4d9e87508819080932fac06fb754d |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4dda28b0081909245b65faae3533b |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 6, 2026, 11:25 a.m.