Triple
T22115345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prince George's County Government |
E546526
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
Prince George's County Department of the Environment
Prince George's County Department of the Environment is a local government agency responsible for protecting and enhancing environmental quality, natural resources, and sustainable development within Prince George's County, Maryland.
|
E1521204
|
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: Prince George's County Department of the Environment | Statement: [Prince George's County Government, operates, Prince George's County Department of the Environment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prince George's County Department of the Environment Context triple: [Prince George's County Government, operates, Prince George's County Department of the Environment]
-
A.
Prince George’s County Planning Department
The Prince George’s County Planning Department is the local planning agency responsible for guiding land use, development, and community planning within Prince George’s County, Maryland.
-
B.
Prince George's County Government
Prince George's County Government is the local governing body responsible for administering public services, regulations, and community programs in Prince George's County, Maryland.
-
C.
Prince George's County Health Department
Prince George's County Health Department is the local public health agency responsible for protecting and promoting the health of residents in Prince George's County, Maryland through services such as disease prevention, health education, and community health programs.
-
D.
Prince George's County Office of Law
The Prince George's County Office of Law is the governmental legal department that provides counsel, representation, and legal services to Prince George's County, Maryland and its agencies.
-
E.
Prince George's County Office of Finance
The Prince George's County Office of Finance is the county government agency responsible for managing Prince George's County’s fiscal operations, including budgeting, revenue collection, and financial reporting.
- 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: Prince George's County Department of the Environment Triple: [Prince George's County Government, operates, Prince George's County Department of the Environment]
Generated description
Prince George's County Department of the Environment is a local government agency responsible for protecting and enhancing environmental quality, natural resources, and sustainable development within Prince George's County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prince George's County Department of the Environment Target entity description: Prince George's County Department of the Environment is a local government agency responsible for protecting and enhancing environmental quality, natural resources, and sustainable development within Prince George's County, Maryland.
-
A.
Prince George’s County Planning Department
The Prince George’s County Planning Department is the local planning agency responsible for guiding land use, development, and community planning within Prince George’s County, Maryland.
-
B.
Prince George's County Government
Prince George's County Government is the local governing body responsible for administering public services, regulations, and community programs in Prince George's County, Maryland.
-
C.
Prince George's County Health Department
Prince George's County Health Department is the local public health agency responsible for protecting and promoting the health of residents in Prince George's County, Maryland through services such as disease prevention, health education, and community health programs.
-
D.
Prince George's County Office of Law
The Prince George's County Office of Law is the governmental legal department that provides counsel, representation, and legal services to Prince George's County, Maryland and its agencies.
-
E.
Prince George's County Office of Finance
The Prince George's County Office of Finance is the county government agency responsible for managing Prince George's County’s fiscal operations, including budgeting, revenue collection, and financial reporting.
- 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294c5f908190bdb1cce3cbf86d85 |
completed | April 28, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a96ef6a74819098a09c1b7829ae10 |
completed | May 18, 2026, 4:34 a.m. |
| NEDg | Description generation | batch_6a0a9790deac8190bdc998971cfccc1a |
completed | May 18, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a98543b2c8190ba00964fd788bb5f |
completed | May 18, 2026, 4:40 a.m. |
Created at: April 16, 2026, 8:31 p.m.