Triple

T20750427
Position Surface form Disambiguated ID Type / Status
Subject Division of Marine Fisheries (North Carolina) E510699 entity
Predicate subjectOf P38 FINISHED
Object North Carolina fishery management plans
North Carolina fishery management plans are state-developed regulatory frameworks that guide the sustainable use, conservation, and recovery of marine and estuarine fishery resources in North Carolina’s coastal waters.
E1449242 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: North Carolina fishery management plans | Statement: [Division of Marine Fisheries (North Carolina), subjectOf, North Carolina fishery management plans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Carolina fishery management plans
Context triple: [Division of Marine Fisheries (North Carolina), subjectOf, North Carolina fishery management plans]
  • A. Division of Marine Fisheries Management
    The Division of Marine Fisheries Management is a unit of Florida’s state wildlife agency responsible for managing, conserving, and regulating the state’s marine fishery resources.
  • B. Division of Freshwater Fisheries Management
    The Division of Freshwater Fisheries Management is a unit of Florida’s state wildlife agency responsible for conserving, managing, and enhancing the state’s freshwater fish populations and angling opportunities.
  • C. Mid-Atlantic Fishery Management Council
    The Mid-Atlantic Fishery Management Council is a regional body responsible for developing and recommending management measures for marine fisheries in the Mid-Atlantic region of the United States.
  • D. Magnuson–Stevens Fishery Conservation and Management Act
    The Magnuson–Stevens Fishery Conservation and Management Act is the primary U.S. federal law governing marine fisheries management, aimed at preventing overfishing, rebuilding overfished stocks, and ensuring sustainable use of ocean resources.
  • E. Bureau of Fisheries Management
    The Bureau of Fisheries Management is a division of Wisconsin’s state natural resources agency responsible for conserving, managing, and enhancing the state’s fish populations and aquatic habitats.
  • 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: North Carolina fishery management plans
Triple: [Division of Marine Fisheries (North Carolina), subjectOf, North Carolina fishery management plans]
Generated description
North Carolina fishery management plans are state-developed regulatory frameworks that guide the sustainable use, conservation, and recovery of marine and estuarine fishery resources in North Carolina’s coastal waters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Carolina fishery management plans
Target entity description: North Carolina fishery management plans are state-developed regulatory frameworks that guide the sustainable use, conservation, and recovery of marine and estuarine fishery resources in North Carolina’s coastal waters.
  • A. Division of Marine Fisheries Management
    The Division of Marine Fisheries Management is a unit of Florida’s state wildlife agency responsible for managing, conserving, and regulating the state’s marine fishery resources.
  • B. Division of Freshwater Fisheries Management
    The Division of Freshwater Fisheries Management is a unit of Florida’s state wildlife agency responsible for conserving, managing, and enhancing the state’s freshwater fish populations and angling opportunities.
  • C. Mid-Atlantic Fishery Management Council
    The Mid-Atlantic Fishery Management Council is a regional body responsible for developing and recommending management measures for marine fisheries in the Mid-Atlantic region of the United States.
  • D. Magnuson–Stevens Fishery Conservation and Management Act
    The Magnuson–Stevens Fishery Conservation and Management Act is the primary U.S. federal law governing marine fisheries management, aimed at preventing overfishing, rebuilding overfished stocks, and ensuring sustainable use of ocean resources.
  • E. Bureau of Fisheries Management
    The Bureau of Fisheries Management is a division of Wisconsin’s state natural resources agency responsible for conserving, managing, and enhancing the state’s fish populations and aquatic habitats.
  • 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_69e0b4c845e88190b4c5f3ae79291182 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c229913081908eadf716195071de completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e84489c481908fa6ecbd9bae07d1 completed May 16, 2026, 9:57 p.m.
NEDg Description generation batch_6a08e974acc08190b6d306e2d6385dd8 completed May 16, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_6a08ead93acc81908f81b70cf9ce0683 completed May 16, 2026, 10:08 p.m.
Created at: April 16, 2026, 12:34 p.m.