Triple

T5969882
Position Surface form Disambiguated ID Type / Status
Subject Treasurer of Maryland E132845 entity
Predicate oversees P46 FINISHED
Object Maryland State Treasurer’s Office
The Maryland State Treasurer’s Office is the state government agency responsible for managing Maryland’s financial assets, debt, and investments under the direction of the elected Treasurer.
E132845 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 State Treasurer’s Office | Statement: [Treasurer of Maryland, oversees, Maryland State Treasurer’s Office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryland State Treasurer’s Office
Context triple: [Treasurer of Maryland, oversees, Maryland State Treasurer’s Office]
  • 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. Treasurer of Maryland
    The Treasurer of Maryland is a statewide elected official responsible for managing the state’s investments, debt, and cash flow, and safeguarding public funds.
  • 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. Comptroller of Maryland
    The Comptroller of Maryland is the state’s independently elected chief financial officer responsible for tax collection, revenue administration, and safeguarding Maryland’s fiscal integrity.
  • E. 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.
  • 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 State Treasurer’s Office
Triple: [Treasurer of Maryland, oversees, Maryland State Treasurer’s Office]
Generated description
The Maryland State Treasurer’s Office is the state government agency responsible for managing Maryland’s financial assets, debt, and investments under the direction of the elected Treasurer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryland State Treasurer’s Office
Target entity description: The Maryland State Treasurer’s Office is the state government agency responsible for managing Maryland’s financial assets, debt, and investments under the direction of the elected Treasurer.
  • 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. Treasurer of Maryland chosen
    The Treasurer of Maryland is a statewide elected official responsible for managing the state’s investments, debt, and cash flow, and safeguarding public funds.
  • 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. Comptroller of Maryland
    The Comptroller of Maryland is the state’s independently elected chief financial officer responsible for tax collection, revenue administration, and safeguarding Maryland’s fiscal integrity.
  • E. 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.
  • 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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c03a4263e8819084e98e6c016c9532 completed March 22, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e40506848190843971e772d56054 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0edb0a0808190b2b6f5fc0d7b7913 completed March 23, 2026, 7:37 a.m.
NED2 Entity disambiguation (via description) batch_69c0ee2ffbc88190a256b5cb8a98f382 completed March 23, 2026, 7:39 a.m.
Created at: March 22, 2026, 4:03 p.m.