Triple

T11765126
Position Surface form Disambiguated ID Type / Status
Subject Municipal Securities Rulemaking Board E279763 entity
Predicate operates P24 FINISHED
Object Electronic Municipal Market Access
Electronic Municipal Market Access (EMMA) is an online platform that provides free public access to official statements, trade data, and continuing disclosures for U.S. municipal securities.
E943967 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: Electronic Municipal Market Access | Statement: [Municipal Securities Rulemaking Board, operates, Electronic Municipal Market Access]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Electronic Municipal Market Access
Context triple: [Municipal Securities Rulemaking Board, operates, Electronic Municipal Market Access]
  • A. Electricity Market Report
    The Electricity Market Report is a recurring International Energy Agency publication that analyzes global electricity trends, market developments, and policy impacts.
  • B. UNU Operating Unit on Policy-Driven Electronic Governance
    The UNU Operating Unit on Policy-Driven Electronic Governance is a specialized research and training center of the United Nations University focused on how digital technologies can support effective, inclusive, and accountable public governance and policy-making.
  • C. Federal Marketplace Strategy management
    Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
  • D. Electric Communities
    Electric Communities was a pioneering 1990s software company focused on virtual worlds and online communities, known for its work on secure distributed object systems and the E programming language.
  • E. Mobile Government Plaza
    Mobile Government Plaza is a major civic complex in downtown Mobile, Alabama that houses the city’s primary government offices and council chambers.
  • 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: Electronic Municipal Market Access
Triple: [Municipal Securities Rulemaking Board, operates, Electronic Municipal Market Access]
Generated description
Electronic Municipal Market Access (EMMA) is an online platform that provides free public access to official statements, trade data, and continuing disclosures for U.S. municipal securities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Electronic Municipal Market Access
Target entity description: Electronic Municipal Market Access (EMMA) is an online platform that provides free public access to official statements, trade data, and continuing disclosures for U.S. municipal securities.
  • A. Electricity Market Report
    The Electricity Market Report is a recurring International Energy Agency publication that analyzes global electricity trends, market developments, and policy impacts.
  • B. UNU Operating Unit on Policy-Driven Electronic Governance
    The UNU Operating Unit on Policy-Driven Electronic Governance is a specialized research and training center of the United Nations University focused on how digital technologies can support effective, inclusive, and accountable public governance and policy-making.
  • C. Federal Marketplace Strategy management
    Federal Marketplace Strategy management is a program within the U.S. General Services Administration focused on improving how federal agencies buy and manage goods and services through coordinated marketplace planning and oversight.
  • D. Electric Communities
    Electric Communities was a pioneering 1990s software company focused on virtual worlds and online communities, known for its work on secure distributed object systems and the E programming language.
  • E. Mobile Government Plaza
    Mobile Government Plaza is a major civic complex in downtown Mobile, Alabama that houses the city’s primary government offices and council chambers.
  • 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_69d6ab01d2688190ad8ed6bda487eaa5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a525948081908af62cc5d4c7c482 completed April 10, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a570ca88190ba2f3791c0e0ba60 completed April 28, 2026, 2:24 a.m.
NEDg Description generation batch_69f043b3c51c8190a764433e86f1333e completed April 28, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69f05b04d7248190b8ec4be4f2c3e388 completed April 28, 2026, 7 a.m.
Created at: April 8, 2026, 9:41 p.m.