Triple
T3466935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prince William County government |
E73159
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
Department of Development Services
The Department of Development Services is a Prince William County government agency responsible for overseeing land development, construction permitting, inspections, and related regulatory services within the county.
|
E361767
|
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: Department of Development Services | Statement: [Prince William County government, hasOffice, Department of Development Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Development Services Context triple: [Prince William County government, hasOffice, Department of Development Services]
-
A.
Office of Community Services
The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
-
B.
Office of Community Planning and Development
The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
-
C.
housing and community development department
The housing and community development department is a state-level government agency responsible for promoting affordable housing, community revitalization, and neighborhood development programs.
-
D.
Community Affairs Development Directorate
The Community Affairs Development Directorate is a division of the ASEAN Secretariat responsible for supporting and coordinating regional initiatives on social, cultural, and community-building affairs among ASEAN member states.
-
E.
Department of Human Services
The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
- 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: Department of Development Services Triple: [Prince William County government, hasOffice, Department of Development Services]
Generated description
The Department of Development Services is a Prince William County government agency responsible for overseeing land development, construction permitting, inspections, and related regulatory services within the county.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Development Services Target entity description: The Department of Development Services is a Prince William County government agency responsible for overseeing land development, construction permitting, inspections, and related regulatory services within the county.
-
A.
Office of Community Services
The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
-
B.
Office of Community Planning and Development
The Office of Community Planning and Development is a division of the U.S. Department of Housing and Urban Development that administers federal programs supporting affordable housing, community development, and services for vulnerable populations.
-
C.
housing and community development department
The housing and community development department is a state-level government agency responsible for promoting affordable housing, community revitalization, and neighborhood development programs.
-
D.
Community Affairs Development Directorate
The Community Affairs Development Directorate is a division of the ASEAN Secretariat responsible for supporting and coordinating regional initiatives on social, cultural, and community-building affairs among ASEAN member states.
-
E.
Department of Human Services
The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
- 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb1090188190ac8aafd87dfaa6a7 |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3680763608190acdd146dc7c0b239 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b36c4d77448190abe198ec9d48597d |
completed | March 13, 2026, 1:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36cca06d48190bc72ad2e9bd9bdb5 |
completed | March 13, 2026, 1:47 a.m. |
Created at: March 8, 2026, 3:17 p.m.