Triple

T3325583
Position Surface form Disambiguated ID Type / Status
Subject Financial Stability Review E69906 entity
Predicate hasSection P35 FINISHED
Object Household and Business Finances
Household and Business Finances is a section of the Financial Stability Review that analyzes the financial health, risks, and balance sheet conditions of households and firms within the economy.
E348611 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: Household and Business Finances | Statement: [Financial Stability Review, hasSection, Household and Business Finances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Household and Business Finances
Context triple: [Financial Stability Review, hasSection, Household and Business Finances]
  • A. Finance and Taxation
    Finance and Taxation is a section of the Maryland Constitution that outlines the state's fiscal policies, revenue-raising powers, and rules governing public spending and taxation.
  • B. Economy and Society
    Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
  • C. Economic and fiscal outlook
    The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
  • D. Financial Tracking Service
    The Financial Tracking Service is a global humanitarian financial reporting platform that tracks and publishes data on funding flows for emergencies and relief operations.
  • E. Consumer Business
    Consumer Business is Huawei’s division focused on designing, producing, and selling consumer-oriented products such as smartphones, laptops, wearables, and other smart devices.
  • 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: Household and Business Finances
Triple: [Financial Stability Review, hasSection, Household and Business Finances]
Generated description
Household and Business Finances is a section of the Financial Stability Review that analyzes the financial health, risks, and balance sheet conditions of households and firms within the economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Household and Business Finances
Target entity description: Household and Business Finances is a section of the Financial Stability Review that analyzes the financial health, risks, and balance sheet conditions of households and firms within the economy.
  • A. Finance and Taxation
    Finance and Taxation is a section of the Maryland Constitution that outlines the state's fiscal policies, revenue-raising powers, and rules governing public spending and taxation.
  • B. Economy and Society
    Economy and Society is Max Weber’s foundational sociological treatise that systematically analyzes the structures of authority, bureaucracy, and the relationship between economy, law, and social order.
  • C. Economic and fiscal outlook
    The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
  • D. Financial Tracking Service
    The Financial Tracking Service is a global humanitarian financial reporting platform that tracks and publishes data on funding flows for emergencies and relief operations.
  • E. Consumer Business
    Consumer Business is Huawei’s division focused on designing, producing, and selling consumer-oriented products such as smartphones, laptops, wearables, and other smart devices.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16ca13c8190aea8caed8ccd9b88 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7b26248190b9bf159982d7d19e completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31e4ca140819099de4546b0cb14d6 completed March 12, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69b31ec53b848190b56ca349f53ff447 completed March 12, 2026, 8:15 p.m.
Created at: March 8, 2026, 3:11 p.m.