Triple
T749572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles County, Maryland |
E15416
|
entity |
| Predicate | largestCommunity |
P2321
|
FINISHED |
| Object |
Waldorf, Maryland
Waldorf, Maryland is a major suburban community in Southern Maryland known for its residential growth, retail centers, and role as a commuter hub for the Washington, D.C. metropolitan area.
|
E183828
|
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: Waldorf, Maryland | Statement: [Charles County, Maryland, largestCommunity, Waldorf, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waldorf, Maryland Context triple: [Charles County, Maryland, largestCommunity, Waldorf, Maryland]
-
A.
Wheaton, Maryland
Wheaton, Maryland is a diverse suburban community in Montgomery County known for its shopping centers, residential neighborhoods, and proximity to Washington, D.C.
-
B.
Brentwood, Maryland
Brentwood, Maryland is a small residential town in the inner suburbs of Washington, D.C., known for its diverse community and proximity to the nation’s capital.
-
C.
Hyattsville, Maryland
Hyattsville, Maryland is a small city in the Washington, D.C. metropolitan area known for its historic districts, arts scene, and diverse residential neighborhoods.
-
D.
Bowie, Maryland
Bowie, Maryland is a suburban city in the Washington, D.C. metropolitan area known for its planned communities, parks, and family-oriented residential character.
-
E.
Germantown, Maryland
Germantown, Maryland is a major suburban community in the Washington, D.C. metropolitan area known for its rapid growth, diverse population, and extensive residential and commercial development.
- 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: Waldorf, Maryland Triple: [Charles County, Maryland, largestCommunity, Waldorf, Maryland]
Generated description
Waldorf, Maryland is a major suburban community in Southern Maryland known for its residential growth, retail centers, and role as a commuter hub for the Washington, D.C. metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waldorf, Maryland Target entity description: Waldorf, Maryland is a major suburban community in Southern Maryland known for its residential growth, retail centers, and role as a commuter hub for the Washington, D.C. metropolitan area.
-
A.
Wheaton, Maryland
Wheaton, Maryland is a diverse suburban community in Montgomery County known for its shopping centers, residential neighborhoods, and proximity to Washington, D.C.
-
B.
Brentwood, Maryland
Brentwood, Maryland is a small residential town in the inner suburbs of Washington, D.C., known for its diverse community and proximity to the nation’s capital.
-
C.
Hyattsville, Maryland
Hyattsville, Maryland is a small city in the Washington, D.C. metropolitan area known for its historic districts, arts scene, and diverse residential neighborhoods.
-
D.
Bowie, Maryland
Bowie, Maryland is a suburban city in the Washington, D.C. metropolitan area known for its planned communities, parks, and family-oriented residential character.
-
E.
Germantown, Maryland
Germantown, Maryland is a major suburban community in the Washington, D.C. metropolitan area known for its rapid growth, diverse population, and extensive residential and commercial development.
- 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_69a493599a0081908da65f3407af1ef2 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a6304e0c8190827fb57c5cac2da9 |
completed | March 1, 2026, 8:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad5897c8488190b5266a04150f81de |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad59640ea88190b5f7de530cb98931 |
completed | March 8, 2026, 11:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5a40bbbc819094910d0edf73be9f |
completed | March 8, 2026, 11:15 a.m. |
Created at: March 1, 2026, 7:37 p.m.