Triple
T16182659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryland Route 189 |
E392722
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
southwestern Montgomery County, Maryland
Southwestern Montgomery County, Maryland is a suburban region northwest of Washington, D.C., characterized by affluent residential communities, major commuter routes, and proximity to federal research and parkland areas.
|
E1199323
|
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: southwestern Montgomery County, Maryland | Statement: [Maryland Route 189, regionServed, southwestern Montgomery County, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southwestern Montgomery County, Maryland Context triple: [Maryland Route 189, regionServed, southwestern Montgomery County, Maryland]
-
A.
northern Montgomery County, Maryland
Northern Montgomery County, Maryland is a largely suburban and semi-rural region of Montgomery County characterized by small towns, farmland, and growing residential communities.
-
B.
Montgomery County, Maryland (public)
Montgomery County, Maryland (public) is a populous and affluent county in the Washington, D.C. metropolitan area known for its highly rated public school system, diverse communities, and strong local government services.
-
C.
Calvert County, Maryland
Calvert County, Maryland is a largely suburban and rural county in southern Maryland along the western shore of the Chesapeake Bay, known for its waterfront communities, fossil-rich cliffs, and role as a bedroom community within the greater Washington, D.C. region.
-
D.
Frederick County, Maryland
Frederick County, Maryland is a largely suburban and rural county in north-central Maryland known for its historic city of Frederick, growing commuter population, and proximity to both Washington, D.C. and Baltimore.
-
E.
Montgomery Village, Maryland
Montgomery Village, Maryland is a large planned suburban community in central Montgomery County known for its residential neighborhoods, parks, and proximity to Washington, D.C.
- 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: southwestern Montgomery County, Maryland Triple: [Maryland Route 189, regionServed, southwestern Montgomery County, Maryland]
Generated description
Southwestern Montgomery County, Maryland is a suburban region northwest of Washington, D.C., characterized by affluent residential communities, major commuter routes, and proximity to federal research and parkland areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: southwestern Montgomery County, Maryland Target entity description: Southwestern Montgomery County, Maryland is a suburban region northwest of Washington, D.C., characterized by affluent residential communities, major commuter routes, and proximity to federal research and parkland areas.
-
A.
northern Montgomery County, Maryland
Northern Montgomery County, Maryland is a largely suburban and semi-rural region of Montgomery County characterized by small towns, farmland, and growing residential communities.
-
B.
Montgomery County, Maryland (public)
Montgomery County, Maryland (public) is a populous and affluent county in the Washington, D.C. metropolitan area known for its highly rated public school system, diverse communities, and strong local government services.
-
C.
Calvert County, Maryland
Calvert County, Maryland is a largely suburban and rural county in southern Maryland along the western shore of the Chesapeake Bay, known for its waterfront communities, fossil-rich cliffs, and role as a bedroom community within the greater Washington, D.C. region.
-
D.
Frederick County, Maryland
Frederick County, Maryland is a largely suburban and rural county in north-central Maryland known for its historic city of Frederick, growing commuter population, and proximity to both Washington, D.C. and Baltimore.
-
E.
Montgomery Village, Maryland
Montgomery Village, Maryland is a large planned suburban community in central Montgomery County known for its residential neighborhoods, parks, and proximity to Washington, D.C.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e2205ef39081908da383abdebc2ccc |
completed | April 17, 2026, 11:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffff03400481908e66db8cf0213c15 |
completed | May 10, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_6a0000ceba648190ac5ecefd34f10d4e |
completed | May 10, 2026, 3:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00013fdb1c8190add653fc1cf30e44 |
completed | May 10, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:02 a.m.