Triple
T1285464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Comptroller of Maryland |
E27423
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Maryland’s Bureau of Revenue Estimates
Maryland’s Bureau of Revenue Estimates is a state agency that analyzes economic conditions and forecasts tax revenues to guide Maryland’s budget and fiscal policy decisions.
|
E28278
|
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: Maryland’s Bureau of Revenue Estimates | Statement: [Comptroller of Maryland, oversees, Maryland’s Bureau of Revenue Estimates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland’s Bureau of Revenue Estimates Context triple: [Comptroller of Maryland, oversees, Maryland’s Bureau of Revenue Estimates]
-
A.
Maryland Department of Budget and Management
The Maryland Department of Budget and Management is a state agency responsible for developing Maryland’s budget, overseeing fiscal policy, and managing human resources and other administrative services for the state government.
-
B.
Maryland Division of Administrative Services
The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
-
C.
Maryland Department of General Services
The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support services.
-
D.
Maryland Department of Commerce
The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
-
E.
District of Columbia Office of Tax and Revenue
The District of Columbia Office of Tax and Revenue is the municipal agency responsible for administering and collecting taxes, enforcing tax laws, and managing revenue for 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: Maryland’s Bureau of Revenue Estimates Triple: [Comptroller of Maryland, oversees, Maryland’s Bureau of Revenue Estimates]
Generated description
Maryland’s Bureau of Revenue Estimates is a state agency that analyzes economic conditions and forecasts tax revenues to guide Maryland’s budget and fiscal policy decisions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryland’s Bureau of Revenue Estimates Target entity description: Maryland’s Bureau of Revenue Estimates is a state agency that analyzes economic conditions and forecasts tax revenues to guide Maryland’s budget and fiscal policy decisions.
-
A.
Maryland Department of Budget and Management
chosen
The Maryland Department of Budget and Management is a state agency responsible for developing Maryland’s budget, overseeing fiscal policy, and managing human resources and other administrative services for the state government.
-
B.
Maryland Division of Administrative Services
The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
-
C.
Maryland Department of General Services
The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support services.
-
D.
Maryland Department of Commerce
The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
-
E.
District of Columbia Office of Tax and Revenue
The District of Columbia Office of Tax and Revenue is the municipal agency responsible for administering and collecting taxes, enforcing tax laws, and managing revenue for Washington, D.C.
- F. None of above.
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_69a496d4ec448190ad653b2590c46711 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c0b6dda48190a2e79084adea6ec1 |
completed | March 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aca3004b648190a4148b0421699bf9 |
completed | March 7, 2026, 10:13 p.m. |
| NEDg | Description generation | batch_69aca3a539848190a17e8bd578bc237a |
completed | March 7, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aca4158bbc8190bd1f5799715e3e4c |
completed | March 7, 2026, 10:17 p.m. |
Created at: March 1, 2026, 7:51 p.m.