Triple

T22245217
Position Surface form Disambiguated ID Type / Status
Subject Investor Education Section E549823 entity
Predicate collaboratesWith P37 FINISHED
Object federal securities agencies
Federal securities agencies are U.S. government regulatory bodies, such as the Securities and Exchange Commission, responsible for overseeing and enforcing federal securities laws to protect investors and maintain fair, orderly markets.
 E1526676 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: federal securities agencies | Statement: [Investor Education Section, collaboratesWith, federal securities agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: federal securities agencies
Context triple: [Investor Education Section, collaboratesWith, federal securities agencies]
  • A. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • B. Federal Securities Supervisory Office
    The Federal Securities Supervisory Office was a former German government authority responsible for overseeing and regulating the country’s securities and financial markets before its functions were integrated into BaFin.
  • C. Autorità federale di vigilanza sui mercati finanziari
    The Autorità federale di vigilanza sui mercati finanziari is the Italian name for Switzerland’s independent financial regulatory body responsible for supervising banks, insurance companies, stock exchanges, and other financial intermediaries.
  • D. SEC
    The SEC is Chile’s national regulatory authority responsible for overseeing and enforcing safety and quality standards in the electricity, gas, and fuel sectors.
  • E. SEC
    SEC is a major exhibition, conference, and entertainment venue complex located in Glasgow, Scotland.
  • 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: federal securities agencies
Triple: [Investor Education Section, collaboratesWith, federal securities agencies]
Generated description
Federal securities agencies are U.S. government regulatory bodies, such as the Securities and Exchange Commission, responsible for overseeing and enforcing federal securities laws to protect investors and maintain fair, orderly markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: federal securities agencies
Target entity description: Federal securities agencies are U.S. government regulatory bodies, such as the Securities and Exchange Commission, responsible for overseeing and enforcing federal securities laws to protect investors and maintain fair, orderly markets.
  • A. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • B. Federal Securities Supervisory Office
    The Federal Securities Supervisory Office was a former German government authority responsible for overseeing and regulating the country’s securities and financial markets before its functions were integrated into BaFin.
  • C. Autorità federale di vigilanza sui mercati finanziari
    The Autorità federale di vigilanza sui mercati finanziari is the Italian name for Switzerland’s independent financial regulatory body responsible for supervising banks, insurance companies, stock exchanges, and other financial intermediaries.
  • D. SEC
    The SEC is Chile’s national regulatory authority responsible for overseeing and enforcing safety and quality standards in the electricity, gas, and fuel sectors.
  • E. SEC
    SEC is a major exhibition, conference, and entertainment venue complex located in Glasgow, Scotland.
  • 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_69e11e41d9408190bd770cf282e22753 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f13217c9f88190aa2ce7d644b57739 completed April 28, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab65c85548190a2650674379d8358 completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab749d9cc8190bd9d1a37a9243657 completed May 18, 2026, 6:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7ca94308190a327779ffa509d59 completed May 18, 2026, 6:55 a.m.
Created at: April 16, 2026, 8:38 p.m.