Triple
T7654136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muirkirk station |
E173332
|
entity |
| Predicate | locatedInOrNear |
P40
|
FINISHED |
| Object |
Muirkirk, Maryland
Muirkirk, Maryland is an unincorporated community in Prince George's County known primarily as a residential suburb in the Washington, D.C. metropolitan area.
|
E689781
|
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: Muirkirk, Maryland | Statement: [Muirkirk station, locatedInOrNear, Muirkirk, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muirkirk, Maryland Context triple: [Muirkirk station, locatedInOrNear, Muirkirk, Maryland]
-
A.
Overlea, Maryland
Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
-
B.
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.
-
C.
Savage, Maryland
Savage, Maryland is an unincorporated historic mill town in central Maryland known for the 19th-century Savage Mill complex and its location between Washington, D.C. and Baltimore.
-
D.
Westernport, Maryland
Westernport, Maryland is a small town in Allegany County known for its location along the North Branch of the Potomac River near the West Virginia border.
-
E.
Sinepuxent, Maryland
Sinepuxent, Maryland was a historic coastal community on Maryland’s Eastern Shore, now largely vanished, best known as the birthplace of U.S. naval hero Stephen Decatur.
- 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: Muirkirk, Maryland Triple: [Muirkirk station, locatedInOrNear, Muirkirk, Maryland]
Generated description
Muirkirk, Maryland is an unincorporated community in Prince George's County known primarily as a residential suburb in the Washington, D.C. metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muirkirk, Maryland Target entity description: Muirkirk, Maryland is an unincorporated community in Prince George's County known primarily as a residential suburb in the Washington, D.C. metropolitan area.
-
A.
Overlea, Maryland
Overlea, Maryland is a suburban community in Baltimore County that forms part of the greater Baltimore metropolitan area.
-
B.
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.
-
C.
Savage, Maryland
Savage, Maryland is an unincorporated historic mill town in central Maryland known for the 19th-century Savage Mill complex and its location between Washington, D.C. and Baltimore.
-
D.
Westernport, Maryland
Westernport, Maryland is a small town in Allegany County known for its location along the North Branch of the Potomac River near the West Virginia border.
-
E.
Sinepuxent, Maryland
Sinepuxent, Maryland was a historic coastal community on Maryland’s Eastern Shore, now largely vanished, best known as the birthplace of U.S. naval hero Stephen Decatur.
- 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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7018d4cdc819092ca297b836190d9 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9061d1be0819094109703ec4a99f7 |
completed | March 29, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_69c90a3ecca48190bddb3d6ec89f8b34 |
completed | March 29, 2026, 11:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c90af0a2d4819081f5da11a53cf506 |
completed | March 29, 2026, 11:20 a.m. |
Created at: March 27, 2026, 3:59 p.m.