Triple

T2242516
Position Surface form Disambiguated ID Type / Status
Subject Global Environment Outlook reports E49428 entity
Predicate shortName P43 FINISHED
Object GEO reports
GEO reports are flagship United Nations environmental assessment publications that periodically evaluate the state of the global environment, emerging trends, and policy options for sustainable development.
E247824 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: GEO reports | Statement: [Global Environment Outlook reports, shortName, GEO reports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GEO reports
Context triple: [Global Environment Outlook reports, shortName, GEO reports]
  • A. GEO
    GEO is the three-letter ISO 3166-1 alpha-3 country code representing the nation of Georgia.
  • B. GAW World Data Centres
    GAW World Data Centres are specialized international facilities that collect, manage, and distribute atmospheric and environmental data to support the scientific and monitoring activities of the Global Atmosphere Watch program.
  • C. GEOC
    GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
  • D. Science and Engineering Indicators report
    The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
  • E. National Center for Biotechnology Information
    The National Center for Biotechnology Information (NCBI) is a U.S. government bioinformatics institution that develops and hosts major biological databases and tools for biomedical research.
  • 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: GEO reports
Triple: [Global Environment Outlook reports, shortName, GEO reports]
Generated description
GEO reports are flagship United Nations environmental assessment publications that periodically evaluate the state of the global environment, emerging trends, and policy options for sustainable development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GEO reports
Target entity description: GEO reports are flagship United Nations environmental assessment publications that periodically evaluate the state of the global environment, emerging trends, and policy options for sustainable development.
  • A. GEO
    GEO is the three-letter ISO 3166-1 alpha-3 country code representing the nation of Georgia.
  • B. GAW World Data Centres
    GAW World Data Centres are specialized international facilities that collect, manage, and distribute atmospheric and environmental data to support the scientific and monitoring activities of the Global Atmosphere Watch program.
  • C. GEOC
    GEOC is the commonly used abbreviation for the Division of Geochemistry, a professional group focused on the study of the chemical composition and processes of the Earth.
  • D. Science and Engineering Indicators report
    The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
  • E. National Center for Biotechnology Information
    The National Center for Biotechnology Information (NCBI) is a U.S. government bioinformatics institution that develops and hosts major biological databases and tools for biomedical research.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0c017548190a71fb4a0e2a8189f completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b0eef98819083bede32490cba7e completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbccdb08190a73fd20a110219d9 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c3d07a08190a6221a33fd02f73e completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.