Triple

T4310145
Position Surface form Disambiguated ID Type / Status
Subject NSW Department of Primary Industries E94049 entity
Predicate collaboratesWith P37 FINISHED
Object Commonwealth scientific agencies in Australia
Commonwealth scientific agencies in Australia are federal government research bodies that conduct and coordinate scientific and technical research across fields such as agriculture, environment, industry, and public health.
E429009 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: Commonwealth scientific agencies in Australia | Statement: [NSW Department of Primary Industries, collaboratesWith, Commonwealth scientific agencies in Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commonwealth scientific agencies in Australia
Context triple: [NSW Department of Primary Industries, collaboratesWith, Commonwealth scientific agencies in Australia]
  • A. Defence Science and Technology Group
    The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
  • B. Australian Academy of Science
    The Australian Academy of Science is an independent, honorific scientific society that promotes excellence in science, provides expert advice, and represents Australia’s leading researchers nationally and internationally.
  • C. Department of Scientific and Industrial Research
    The Department of Scientific and Industrial Research was a British government body responsible for funding, organizing, and overseeing scientific and industrial research, particularly in support of national interests and technological development.
  • D. Australian Space Agency
    The Australian Space Agency is Australia’s national civil space agency, responsible for coordinating the country’s space policy, industry growth, and international collaborations in space exploration and technology.
  • E. NRL Space Science Division
    The NRL Space Science Division is a research unit of the U.S. Naval Research Laboratory that conducts scientific and technological studies related to space environments, phenomena, and systems in support of national defense and space operations.
  • 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: Commonwealth scientific agencies in Australia
Triple: [NSW Department of Primary Industries, collaboratesWith, Commonwealth scientific agencies in Australia]
Generated description
Commonwealth scientific agencies in Australia are federal government research bodies that conduct and coordinate scientific and technical research across fields such as agriculture, environment, industry, and public health.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commonwealth scientific agencies in Australia
Target entity description: Commonwealth scientific agencies in Australia are federal government research bodies that conduct and coordinate scientific and technical research across fields such as agriculture, environment, industry, and public health.
  • A. Defence Science and Technology Group
    The Defence Science and Technology Group is the Australian Government’s lead agency for applying science and technology to enhance the nation’s defence and national security capabilities.
  • B. Australian Academy of Science
    The Australian Academy of Science is an independent, honorific scientific society that promotes excellence in science, provides expert advice, and represents Australia’s leading researchers nationally and internationally.
  • C. Department of Scientific and Industrial Research
    The Department of Scientific and Industrial Research was a British government body responsible for funding, organizing, and overseeing scientific and industrial research, particularly in support of national interests and technological development.
  • D. Australian Space Agency
    The Australian Space Agency is Australia’s national civil space agency, responsible for coordinating the country’s space policy, industry growth, and international collaborations in space exploration and technology.
  • E. NRL Space Science Division
    The NRL Space Science Division is a research unit of the U.S. Naval Research Laboratory that conducts scientific and technological studies related to space environments, phenomena, and systems in support of national defense and space operations.
  • 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b350d55d748190a57fabcf58782dba completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c759b65081909b02db56febbc484 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7f462488190ab0848f82467cb91 completed March 14, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69b5c8a0c0bc8190beba56664874ed9b completed March 14, 2026, 8:44 p.m.
Created at: March 12, 2026, 11:11 p.m.