Triple

T21570880
Position Surface form Disambiguated ID Type / Status
Subject Code of Conduct for Responsible Fisheries E532275 entity
Predicate containsPart P35 FINISHED
Object Fisheries Research
Fisheries Research is the scientific study and assessment of fish stocks, aquatic ecosystems, and fishing practices to support sustainable management and conservation of fisheries resources.
E1491398 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: Fisheries Research | Statement: [Code of Conduct for Responsible Fisheries, containsPart, Fisheries Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fisheries Research
Context triple: [Code of Conduct for Responsible Fisheries, containsPart, Fisheries Research]
  • A. 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.
  • B. 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.
  • C. Fisheries Division
    The Fisheries Division is a branch of the Nevada Department of Wildlife responsible for managing, conserving, and enhancing the state’s fish populations and aquatic habitats.
  • D. Fisheries Division
    The Fisheries Division is the branch of the Arizona Game and Fish Department responsible for managing, conserving, and enhancing the state’s fish populations and aquatic habitats.
  • E. Fisheries Division
    The Fisheries Division is a branch of Michigan’s state government responsible for managing, protecting, 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: Fisheries Research
Triple: [Code of Conduct for Responsible Fisheries, containsPart, Fisheries Research]
Generated description
Fisheries Research is the scientific study and assessment of fish stocks, aquatic ecosystems, and fishing practices to support sustainable management and conservation of fisheries resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fisheries Research
Target entity description: Fisheries Research is the scientific study and assessment of fish stocks, aquatic ecosystems, and fishing practices to support sustainable management and conservation of fisheries resources.
  • A. 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.
  • B. 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.
  • C. Fisheries Division
    The Fisheries Division is the branch of the Arizona Game and Fish Department responsible for managing, conserving, and enhancing the state’s fish populations and aquatic habitats.
  • D. Fisheries Division
    The Fisheries Division is a branch of the Nevada Department of Wildlife responsible for managing, conserving, and enhancing the state’s fish populations and aquatic habitats.
  • E. Fisheries Division
    The Fisheries Division is a branch of Michigan’s state government responsible for managing, protecting, 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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eee9cc5c448190887a836f577d01ba completed April 27, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f6707578819095e5ac0312066df6 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f71df0308190b5953a76da60c6d4 completed May 17, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_6a09f80784648190ae073b4db90032c1 completed May 17, 2026, 5:16 p.m.
Created at: April 16, 2026, 6:30 p.m.