Triple
T553515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Washington Council of Governments |
E11892
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
City of Takoma Park, Maryland
The City of Takoma Park, Maryland is a small, progressive suburb of Washington, D.C., known for its strong environmental initiatives, diverse community, and active civic engagement.
|
E93134
|
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: City of Takoma Park, Maryland | Statement: [Metropolitan Washington Council of Governments, hasMember, City of Takoma Park, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Takoma Park, Maryland Context triple: [Metropolitan Washington Council of Governments, hasMember, City of Takoma Park, Maryland]
-
A.
City of Gaithersburg, Maryland
The City of Gaithersburg, Maryland is a suburban municipality in Montgomery County within the Washington, D.C. metropolitan area, known for its diverse population, biotech corridor, and mix of historic and planned communities.
-
B.
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.
-
C.
Cheverly, Maryland
Cheverly, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
-
D.
Temple Hills, Maryland
Temple Hills, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
-
E.
Clinton, Maryland
Clinton, Maryland is a suburban community in Prince George’s County known for its residential neighborhoods 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: City of Takoma Park, Maryland Triple: [Metropolitan Washington Council of Governments, hasMember, City of Takoma Park, Maryland]
Generated description
The City of Takoma Park, Maryland is a small, progressive suburb of Washington, D.C., known for its strong environmental initiatives, diverse community, and active civic engagement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Takoma Park, Maryland Target entity description: The City of Takoma Park, Maryland is a small, progressive suburb of Washington, D.C., known for its strong environmental initiatives, diverse community, and active civic engagement.
-
A.
City of Gaithersburg, Maryland
The City of Gaithersburg, Maryland is a suburban municipality in Montgomery County within the Washington, D.C. metropolitan area, known for its diverse population, biotech corridor, and mix of historic and planned communities.
-
B.
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.
-
C.
Cheverly, Maryland
Cheverly, Maryland is a small suburban town in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
-
D.
Temple Hills, Maryland
Temple Hills, Maryland is a suburban community in the Washington, D.C. metropolitan area known for its residential neighborhoods and proximity to major transportation routes.
-
E.
Clinton, Maryland
Clinton, Maryland is a suburban community in Prince George’s County known for its residential neighborhoods 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4991b296481908cf27e1d1ec67052 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6732881488190a6f6eb556a42277c |
completed | March 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69a6748b3ca08190a9177c8c9153d747 |
completed | March 3, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a674b3179481909e02a2f70466ac0b |
completed | March 3, 2026, 5:42 a.m. |
Created at: March 1, 2026, 7:32 p.m.