Triple

T208369
Position Surface form Disambiguated ID Type / Status
Subject Government of Maryland E4657 entity
Predicate executiveDepartment P1001 FINISHED
Object Maryland Department of Agriculture
The Maryland Department of Agriculture is the state agency responsible for promoting, regulating, and supporting Maryland’s agricultural industry, including farming, food safety, and related environmental and economic programs.
E28505 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 Agriculture | Statement: [Government of Maryland, executiveDepartment, Maryland Department of Agriculture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryland Department of Agriculture
Context triple: [Government of Maryland, executiveDepartment, Maryland Department of Agriculture]
  • A. Maryland Department of Natural Resources
    The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Agriculture
Triple: [Government of Maryland, executiveDepartment, Maryland Department of Agriculture]
Generated description
The Maryland Department of Agriculture is the state agency responsible for promoting, regulating, and supporting Maryland’s agricultural industry, including farming, food safety, and related environmental and economic programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryland Department of Agriculture
Target entity description: The Maryland Department of Agriculture is the state agency responsible for promoting, regulating, and supporting Maryland’s agricultural industry, including farming, food safety, and related environmental and economic programs.
  • A. Maryland Department of Natural Resources
    The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69a35274ba1c8190bc8d5ae975501d35 completed Feb. 28, 2026, 8:39 p.m.
NEDg Description generation batch_69a3531e3b108190af202a514b4d51da completed Feb. 28, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69a3536dbe5c8190ba47e03cf867c88a completed Feb. 28, 2026, 8:43 p.m.
Created at: Feb. 28, 2026, 2:51 a.m.