Triple
T8957652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Friendship, Maryland |
E213515
|
entity |
| Predicate | nearbyCommunity |
P4647
|
FINISHED |
| Object |
Cooksville, Maryland
Cooksville, Maryland is a small unincorporated community in Howard County known for its rural character and historic roots in central Maryland.
|
E769684
|
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: Cooksville, Maryland | Statement: [West Friendship, Maryland, nearbyCommunity, Cooksville, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooksville, Maryland Context triple: [West Friendship, Maryland, nearbyCommunity, Cooksville, Maryland]
-
A.
Overlea, Maryland
Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
-
B.
Sharptown, Maryland
Sharptown, Maryland is a small town in Wicomico County on Maryland’s Eastern Shore, historically tied to river trade and industry along the Nanticoke River.
-
C.
Morningside, Maryland
Morningside, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews.
-
D.
Reisterstown, Maryland
Reisterstown, Maryland is a historic unincorporated community in Baltimore County known for its colonial-era roots, residential neighborhoods, and role as a suburban hub northwest of Baltimore City.
-
E.
White Oak, Maryland
White Oak, Maryland is a suburban community in Montgomery County known for its residential neighborhoods, shopping centers, and proximity to major federal research facilities.
- 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: Cooksville, Maryland Triple: [West Friendship, Maryland, nearbyCommunity, Cooksville, Maryland]
Generated description
Cooksville, Maryland is a small unincorporated community in Howard County known for its rural character and historic roots in central Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooksville, Maryland Target entity description: Cooksville, Maryland is a small unincorporated community in Howard County known for its rural character and historic roots in central Maryland.
-
A.
Overlea, Maryland
Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
-
B.
Sharptown, Maryland
Sharptown, Maryland is a small town in Wicomico County on Maryland’s Eastern Shore, historically tied to river trade and industry along the Nanticoke River.
-
C.
Morningside, Maryland
Morningside, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its proximity to Joint Base Andrews.
-
D.
Reisterstown, Maryland
Reisterstown, Maryland is a historic unincorporated community in Baltimore County known for its colonial-era roots, residential neighborhoods, and role as a suburban hub northwest of Baltimore City.
-
E.
White Oak, Maryland
White Oak, Maryland is a suburban community in Montgomery County known for its residential neighborhoods, shopping centers, and proximity to major federal research facilities.
- 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_69ca8399ad2081909f8fa41d4314c215 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6729ab7c8190a6168f0aa70a5520 |
completed | April 1, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc9430a8c819096e0df38c107d1bd |
completed | April 3, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69cfcaabe06481908e4a1a20dc16906e |
completed | April 3, 2026, 2:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfcb5d2be48190847967325f4c8f03 |
completed | April 3, 2026, 2:14 p.m. |
Created at: March 30, 2026, 7 p.m.