Triple
T253956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the District of Columbia |
E5395
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
District of Columbia Department of Employment Services
The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
|
E34120
|
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: District of Columbia Department of Employment Services | Statement: [Government of the District of Columbia, hasAgency, District of Columbia Department of Employment Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: District of Columbia Department of Employment Services Context triple: [Government of the District of Columbia, hasAgency, District of Columbia Department of Employment Services]
-
A.
District of Columbia Department of Human Services
The District of Columbia Department of Human Services is the city’s primary social services agency, responsible for providing assistance and support programs to low-income individuals and families in Washington, D.C.
-
B.
District of Columbia Department of Public Works
The District of Columbia Department of Public Works is the municipal agency responsible for services such as trash and recycling collection, street and alley cleaning, parking enforcement, and related public space maintenance in Washington, D.C.
-
C.
District of Columbia Department of Health
The District of Columbia Department of Health is the municipal public health agency responsible for protecting and promoting the health and well-being of residents and visitors in Washington, D.C.
-
D.
District of Columbia Department of Small and Local Business Development
The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
-
E.
District of Columbia Office of the State Superintendent of Education
The District of Columbia Office of the State Superintendent of Education is the state education agency for Washington, D.C., responsible for overseeing public education standards, accountability, and funding across the district.
- 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: District of Columbia Department of Employment Services Triple: [Government of the District of Columbia, hasAgency, District of Columbia Department of Employment Services]
Generated description
The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: District of Columbia Department of Employment Services Target entity description: The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
-
A.
District of Columbia Department of Human Services
The District of Columbia Department of Human Services is the city’s primary social services agency, responsible for providing assistance and support programs to low-income individuals and families in Washington, D.C.
-
B.
District of Columbia Department of Public Works
The District of Columbia Department of Public Works is the municipal agency responsible for services such as trash and recycling collection, street and alley cleaning, parking enforcement, and related public space maintenance in Washington, D.C.
-
C.
District of Columbia Department of Health
The District of Columbia Department of Health is the municipal public health agency responsible for protecting and promoting the health and well-being of residents and visitors in Washington, D.C.
-
D.
District of Columbia Department of Small and Local Business Development
The District of Columbia Department of Small and Local Business Development is a DC government agency that supports the growth, development, and economic inclusion of small, local, and disadvantaged businesses in the District.
-
E.
District of Columbia Office of the State Superintendent of Education
The District of Columbia Office of the State Superintendent of Education is the state education agency for Washington, D.C., responsible for overseeing public education standards, accountability, and funding across the district.
- 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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a260c592cc8190bc642fcd248a1f1b |
completed | Feb. 28, 2026, 3:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a386170dac81909a5ebf631f6037ab |
completed | March 1, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69a386b6ebd88190bf52dc3706abfc39 |
completed | March 1, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38764d03c8190a428a8b1cd5eac06 |
completed | March 1, 2026, 12:25 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.