Triple

T598755
Position Surface form Disambiguated ID Type / Status
Subject Office for Budget Responsibility E11445 entity
Predicate publishes P80 FINISHED
Object Forecast evaluation report
The Forecast evaluation report is an analytical publication that reviews and assesses the accuracy and performance of the UK’s official economic and fiscal forecasts.
E74864 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: Forecast evaluation report | Statement: [Office for Budget Responsibility, publishes, Forecast evaluation report]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forecast evaluation report
Context triple: [Office for Budget Responsibility, publishes, Forecast evaluation report]
  • A. Summary of Economic Projections
    The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
  • B. Global Data-processing and Forecasting System
    The Global Data-processing and Forecasting System is an international meteorological infrastructure that collects, processes, and distributes weather and climate data to support global forecasting and early warning services.
  • C. Forecast Seamount
    Forecast Seamount is a submarine volcano located within the Mariana volcanic arc in the western Pacific Ocean.
  • D. First Assessment Report
    The First Assessment Report is the inaugural comprehensive scientific evaluation of climate change produced by the Intergovernmental Panel on Climate Change, which laid the foundation for global climate policy discussions in the early 1990s.
  • E. Affordability Report
    The Affordability Report is a flagship research publication by the World Wide Web Foundation that analyzes and benchmarks the cost and accessibility of internet services across countries to promote affordable connectivity.
  • 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: Forecast evaluation report
Triple: [Office for Budget Responsibility, publishes, Forecast evaluation report]
Generated description
The Forecast evaluation report is an analytical publication that reviews and assesses the accuracy and performance of the UK’s official economic and fiscal forecasts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forecast evaluation report
Target entity description: The Forecast evaluation report is an analytical publication that reviews and assesses the accuracy and performance of the UK’s official economic and fiscal forecasts.
  • A. Summary of Economic Projections
    The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
  • B. Global Data-processing and Forecasting System
    The Global Data-processing and Forecasting System is an international meteorological infrastructure that collects, processes, and distributes weather and climate data to support global forecasting and early warning services.
  • C. Forecast Seamount
    Forecast Seamount is a submarine volcano located within the Mariana volcanic arc in the western Pacific Ocean.
  • D. First Assessment Report
    The First Assessment Report is the inaugural comprehensive scientific evaluation of climate change produced by the Intergovernmental Panel on Climate Change, which laid the foundation for global climate policy discussions in the early 1990s.
  • E. Affordability Report
    The Affordability Report is a flagship research publication by the World Wide Web Foundation that analyzes and benchmarks the cost and accessibility of internet services across countries to promote affordable connectivity.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d776c6c819081b41a9b55041cd5 completed March 1, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51f36ab388190a418f6d4ffe91d66 completed March 2, 2026, 5:25 a.m.
NEDg Description generation batch_69a51fed5cf881908565dfb8c798807a completed March 2, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69a5206e05148190a1c8c65bad1a637a completed March 2, 2026, 5:30 a.m.
Created at: March 1, 2026, 7:35 p.m.