Triple

T12411500
Position Surface form Disambiguated ID Type / Status
Subject Australian Border Force E296525 entity
Predicate collaboratesWith P37 FINISHED
Object Australian Fisheries Management Authority
The Australian Fisheries Management Authority is a government agency responsible for the sustainable management and regulation of Commonwealth fisheries in Australian waters.
E982605 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: Australian Fisheries Management Authority | Statement: [Australian Border Force, collaboratesWith, Australian Fisheries Management Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Fisheries Management Authority
Context triple: [Australian Border Force, collaboratesWith, Australian Fisheries Management Authority]
  • A. Pacific Islands Forum Fisheries Agency
    The Pacific Islands Forum Fisheries Agency is a regional organization that supports Pacific Island countries in the sustainable management and conservation of their shared tuna and other oceanic fisheries resources.
  • B. Commission for the Conservation of Southern Bluefin Tuna
    The Commission for the Conservation of Southern Bluefin Tuna is an international organization responsible for managing and conserving southern bluefin tuna stocks through coordinated scientific research, monitoring, and regulatory measures among member countries.
  • C. Inshore Fisheries and Conservation Authorities
    Inshore Fisheries and Conservation Authorities are local regulatory bodies in England responsible for managing and conserving inshore marine fisheries and the wider coastal marine environment.
  • D. Department of Fisheries
    The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
  • E. Fisheries and Oceans Canada
    Fisheries and Oceans Canada is the federal department responsible for managing and protecting Canada’s fisheries, oceans, and freshwater resources, including conducting scientific monitoring and conservation activities.
  • 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: Australian Fisheries Management Authority
Triple: [Australian Border Force, collaboratesWith, Australian Fisheries Management Authority]
Generated description
The Australian Fisheries Management Authority is a government agency responsible for the sustainable management and regulation of Commonwealth fisheries in Australian waters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Fisheries Management Authority
Target entity description: The Australian Fisheries Management Authority is a government agency responsible for the sustainable management and regulation of Commonwealth fisheries in Australian waters.
  • A. Pacific Islands Forum Fisheries Agency
    The Pacific Islands Forum Fisheries Agency is a regional organization that supports Pacific Island countries in the sustainable management and conservation of their shared tuna and other oceanic fisheries resources.
  • B. Commission for the Conservation of Southern Bluefin Tuna
    The Commission for the Conservation of Southern Bluefin Tuna is an international organization responsible for managing and conserving southern bluefin tuna stocks through coordinated scientific research, monitoring, and regulatory measures among member countries.
  • C. Inshore Fisheries and Conservation Authorities
    Inshore Fisheries and Conservation Authorities are local regulatory bodies in England responsible for managing and conserving inshore marine fisheries and the wider coastal marine environment.
  • D. Department of Fisheries
    The Department of Fisheries is an academic unit within the University of Tokyo’s Faculty of Agriculture that focuses on the science, management, and sustainable use of aquatic resources and fisheries.
  • E. Fisheries and Oceans Canada
    Fisheries and Oceans Canada is the federal department responsible for managing and protecting Canada’s fisheries, oceans, and freshwater resources, including conducting scientific monitoring and conservation activities.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6b0f9c8190813b6fe3f97570ac completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6348af5a8819083a075d145b15fd4 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:55 p.m.