Triple
T22115346
| 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 Social Services
The Prince George's County Department of Social Services is a local government agency that provides public assistance, child and adult protective services, and related social support programs to residents of Prince George's County, Maryland.
|
E1519361
|
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 Social Services | Statement: [Prince George's County Government, operates, Prince George's County Department of Social Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prince George's County Department of Social Services Context triple: [Prince George's County Government, operates, Prince George's County Department of Social Services]
-
A.
Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across 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.
Baltimore County Department of Social Services
The Baltimore County Department of Social Services is the local government agency responsible for providing public assistance, child and adult protective services, and related social support programs to residents of Baltimore County, Maryland.
-
D.
Fairfax County Department of Family Services
The Fairfax County Department of Family Services is a local government agency that provides social services and support programs to children, families, older adults, and vulnerable residents in Fairfax County, Virginia.
-
E.
Prince George's County State's Attorney's Office
The Prince George's County State's Attorney's Office is the local prosecutorial agency responsible for enforcing criminal law and representing the state in criminal cases within Prince George's County, Maryland.
- 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 Social Services Triple: [Prince George's County Government, operates, Prince George's County Department of Social Services]
Generated description
The Prince George's County Department of Social Services is a local government agency that provides public assistance, child and adult protective services, and related social support programs to residents of Prince George's County, Maryland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prince George's County Department of Social Services Target entity description: The Prince George's County Department of Social Services is a local government agency that provides public assistance, child and adult protective services, and related social support programs to residents of Prince George's County, Maryland.
-
A.
Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across 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.
Baltimore County Department of Social Services
The Baltimore County Department of Social Services is the local government agency responsible for providing public assistance, child and adult protective services, and related social support programs to residents of Baltimore County, Maryland.
-
D.
Fairfax County Department of Family Services
The Fairfax County Department of Family Services is a local government agency that provides social services and support programs to children, families, older adults, and vulnerable residents in Fairfax County, Virginia.
-
E.
Prince George's County State's Attorney's Office
The Prince George's County State's Attorney's Office is the local prosecutorial agency responsible for enforcing criminal law and representing the state in criminal cases within Prince George's County, Maryland.
- 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_6a0a8f1b4a5c8190bce19db01cd4a02f |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a913f7b3c819086c0f12562685eea |
completed | May 18, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a91d837bc8190b47ca7924f543f67 |
completed | May 18, 2026, 4:13 a.m. |
Created at: April 16, 2026, 8:31 p.m.