Triple

T5596677
Position Surface form Disambiguated ID Type / Status
Subject Maryland Code E147014 entity
Predicate maintainedBy P86 FINISHED
Object Maryland Department of Legislative Services
The Maryland Department of Legislative Services is the nonpartisan support agency of the Maryland General Assembly that provides legal, fiscal, research, and drafting assistance for state legislation and policy.
E536832 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 Department of Legislative Services | Statement: [Maryland Code, maintainedBy, Maryland Department of Legislative Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryland Department of Legislative Services
Context triple: [Maryland Code, maintainedBy, Maryland Department of Legislative Services]
  • A. 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.
  • B. 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.
  • 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. Government of Maryland
    The Government of Maryland is the state-level political and administrative authority of Maryland, comprising executive, legislative, and judicial branches that manage public policy, law, and services for the state’s residents.
  • E. 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.
  • 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 Department of Legislative Services
Triple: [Maryland Code, maintainedBy, Maryland Department of Legislative Services]
Generated description
The Maryland Department of Legislative Services is the nonpartisan support agency of the Maryland General Assembly that provides legal, fiscal, research, and drafting assistance for state legislation and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryland Department of Legislative Services
Target entity description: The Maryland Department of Legislative Services is the nonpartisan support agency of the Maryland General Assembly that provides legal, fiscal, research, and drafting assistance for state legislation and policy.
  • A. 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.
  • B. 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.
  • 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. Government of Maryland
    The Government of Maryland is the state-level political and administrative authority of Maryland, comprising executive, legislative, and judicial branches that manage public policy, law, and services for the state’s residents.
  • E. 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.
  • 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_69c009043d648190a7af89698ccf1e3e completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020bf77cc8190b8ca473c3a2e1d28 completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d3be1bc8190a5cdc1bf694356a6 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e88680c8190845723f52c060fb7 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7856848190a835c3ee0a32f649 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:38 p.m.