Triple

T208362
Position Surface form Disambiguated ID Type / Status
Subject Government of Maryland E4657 entity
Predicate executiveDepartment P1001 FINISHED
Object Maryland Department of the Environment
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
E27280 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 the Environment | Statement: [Government of Maryland, executiveDepartment, Maryland Department of the Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryland Department of the Environment
Context triple: [Government of Maryland, executiveDepartment, Maryland Department of the Environment]
  • A. Maryland Department of Health
    The Maryland Department of Health is the state agency responsible for overseeing public health, healthcare services, and related regulatory functions in Maryland.
  • B. Massachusetts Department of Environmental Protection
    The Massachusetts Department of Environmental Protection is the state agency responsible for safeguarding air, water, and land resources in Massachusetts through regulation, enforcement, and environmental oversight.
  • C. 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.
  • D. Pennsylvania Department of Environmental Protection
    The Pennsylvania Department of Environmental Protection is the state agency responsible for enforcing environmental laws and regulations, overseeing air and water quality, and protecting natural resources in Pennsylvania.
  • E. Maryland State Department of Education
    The Maryland State Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and programs across 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 the Environment
Triple: [Government of Maryland, executiveDepartment, Maryland Department of the Environment]
Generated description
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryland Department of the Environment
Target entity description: The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
  • A. Maryland Department of Health
    The Maryland Department of Health is the state agency responsible for overseeing public health, healthcare services, and related regulatory functions in Maryland.
  • B. Massachusetts Department of Environmental Protection
    The Massachusetts Department of Environmental Protection is the state agency responsible for safeguarding air, water, and land resources in Massachusetts through regulation, enforcement, and environmental oversight.
  • C. 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.
  • D. Pennsylvania Department of Environmental Protection
    The Pennsylvania Department of Environmental Protection is the state agency responsible for enforcing environmental laws and regulations, overseeing air and water quality, and protecting natural resources in Pennsylvania.
  • E. Maryland State Department of Education
    The Maryland State Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and programs across 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a260c178ac819085eb94ccaf64b780 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a338e6c2bc81908fbc7402770ab35b completed Feb. 28, 2026, 6:50 p.m.
NEDg Description generation batch_69a33b028fc481908a91d70289bd485a completed Feb. 28, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69a33b6580888190b3ebc9704f3e016a completed Feb. 28, 2026, 7 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.