Triple

T459998
Position Surface form Disambiguated ID Type / Status
Subject Safe Drinking Water Act E7315 entity
Predicate establishes P986 FINISHED
Object Consumer Confidence Reports
Consumer Confidence Reports are annual water quality reports that public water systems must provide to customers, summarizing the source, contaminants, and safety of their drinking water.
E57758 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: Consumer Confidence Reports | Statement: [Safe Drinking Water Act, establishes, Consumer Confidence Reports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Consumer Confidence Reports
Context triple: [Safe Drinking Water Act, establishes, Consumer Confidence Reports]
  • A. Economic Confidence Model
    The Economic Confidence Model is Martin Armstrong’s proprietary cyclical forecasting system that predicts economic and financial market turning points based on a recurring 8.6-year cycle.
  • B. Consumer Price Index
    The Consumer Price Index is a key economic indicator that measures changes over time in the average prices paid by consumers for a basket of goods and services, commonly used to track inflation and adjust income-related benefits.
  • C. Consumer Financial Protection Bureau
    The Consumer Financial Protection Bureau is a U.S. federal agency responsible for regulating consumer financial products and services and enforcing laws that protect consumers in the financial marketplace.
  • D. Beige Book
    The Beige Book is a periodic Federal Reserve report that summarizes current economic conditions across the United States based on anecdotal information from businesses and other contacts.
  • E. 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.
  • 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: Consumer Confidence Reports
Triple: [Safe Drinking Water Act, establishes, Consumer Confidence Reports]
Generated description
Consumer Confidence Reports are annual water quality reports that public water systems must provide to customers, summarizing the source, contaminants, and safety of their drinking water.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Consumer Confidence Reports
Target entity description: Consumer Confidence Reports are annual water quality reports that public water systems must provide to customers, summarizing the source, contaminants, and safety of their drinking water.
  • A. Economic Confidence Model
    The Economic Confidence Model is Martin Armstrong’s proprietary cyclical forecasting system that predicts economic and financial market turning points based on a recurring 8.6-year cycle.
  • B. Consumer Price Index
    The Consumer Price Index is a key economic indicator that measures changes over time in the average prices paid by consumers for a basket of goods and services, commonly used to track inflation and adjust income-related benefits.
  • C. Consumer Financial Protection Bureau
    The Consumer Financial Protection Bureau is a U.S. federal agency responsible for regulating consumer financial products and services and enforcing laws that protect consumers in the financial marketplace.
  • D. Beige Book
    The Beige Book is a periodic Federal Reserve report that summarizes current economic conditions across the United States based on anecdotal information from businesses and other contacts.
  • E. 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.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efbd6ed481909ec40f12b5b675c8 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44f583ea081908d92fe5b5dc4d3c0 completed March 1, 2026, 2:38 p.m.
NEDg Description generation batch_69a45150b3f8819094519329a68fb1b8 completed March 1, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69a451ab785c8190b4cab0d162b4efa8 completed March 1, 2026, 2:48 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.