Triple

T6481140
Position Surface form Disambiguated ID Type / Status
Subject Maryland Department of Natural Resources E146393 entity
Predicate hasPart P35 FINISHED
Object Maryland Forest Service
The Maryland Forest Service is a state agency division responsible for managing, conserving, and protecting Maryland’s public and private forest resources through programs such as wildfire control, reforestation, and sustainable forestry.
E27425 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 Forest Service | Statement: [Maryland Department of Natural Resources, hasPart, Maryland Forest Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryland Forest Service
Context triple: [Maryland Department of Natural Resources, hasPart, Maryland Forest Service]
  • 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 state forests
    Maryland state forests are publicly owned woodland areas in Maryland managed for conservation, recreation, and sustainable resource use.
  • C. 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.
  • D. 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.
  • E. Pocomoke State Forest
    Pocomoke State Forest is a large public woodland in southeastern Maryland known for its cypress swamps, diverse wildlife, and recreational opportunities such as hiking, camping, and hunting.
  • 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 Forest Service
Triple: [Maryland Department of Natural Resources, hasPart, Maryland Forest Service]
Generated description
The Maryland Forest Service is a state agency division responsible for managing, conserving, and protecting Maryland’s public and private forest resources through programs such as wildfire control, reforestation, and sustainable forestry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryland Forest Service
Target entity description: The Maryland Forest Service is a state agency division responsible for managing, conserving, and protecting Maryland’s public and private forest resources through programs such as wildfire control, reforestation, and sustainable forestry.
  • A. Maryland Department of Natural Resources chosen
    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 state forests
    Maryland state forests are publicly owned woodland areas in Maryland managed for conservation, recreation, and sustainable resource use.
  • C. 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.
  • D. 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.
  • E. Pocomoke State Forest
    Pocomoke State Forest is a large public woodland in southeastern Maryland known for its cypress swamps, diverse wildlife, and recreational opportunities such as hiking, camping, and hunting.
  • 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_69c0090158c08190af0df9a2348d2d52 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4fe90c81908a7ce61e71f48a16 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d50423808190817cad8601490a77 completed March 27, 2026, 7:05 p.m.
NEDg Description generation batch_69c6d6732d9c8190878b54902306b128 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d82d77388190a3022a2366a5aec7 completed March 27, 2026, 7:19 p.m.
Created at: March 22, 2026, 4:51 p.m.