Triple

T11765127
Position Surface form Disambiguated ID Type / Status
Subject Municipal Securities Rulemaking Board E279763 entity
Predicate abbreviation P43 FINISHED
Object EMMA
EMMA is the Electronic Municipal Market Access system, an online platform that provides free public access to municipal bond disclosure documents, trade data, and related information in the U.S.
E943968 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: EMMA | Statement: [Municipal Securities Rulemaking Board, abbreviation, EMMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EMMA
Context triple: [Municipal Securities Rulemaking Board, abbreviation, EMMA]
  • A. For Emma
    "For Emma" is the title track of Bon Iver’s critically acclaimed debut album "For Emma, Forever Ago," known for its sparse, intimate folk sound and emotionally raw lyrics.
  • B. Pride and Prejudice
    Pride and Prejudice is a classic 1813 novel by Jane Austen that satirically explores love, class, and social expectations in early 19th-century England through the story of Elizabeth Bennet and Mr. Darcy.
  • C. Feu la mère de Madame
    Feu la mère de Madame is a short one-act farce by French playwright Georges Feydeau that humorously portrays a late-night marital quarrel sparked by a trivial misunderstanding.
  • D. Madame Bovary
    Madame Bovary is a landmark 1857 realist novel by Gustave Flaubert that portrays the tragic life and romantic disillusionment of Emma Bovary, a provincial doctor's wife.
  • E. Mademoiselle Bourienne
    Mademoiselle Bourienne is a minor character in Leo Tolstoy's novel "War and Peace," known as the French companion to Princess Marya who becomes romantically entangled with Anatole Kuragin.
  • 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: EMMA
Triple: [Municipal Securities Rulemaking Board, abbreviation, EMMA]
Generated description
EMMA is the Electronic Municipal Market Access system, an online platform that provides free public access to municipal bond disclosure documents, trade data, and related information in the U.S.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EMMA
Target entity description: EMMA is the Electronic Municipal Market Access system, an online platform that provides free public access to municipal bond disclosure documents, trade data, and related information in the U.S.
  • A. For Emma
    "For Emma" is the title track of Bon Iver’s critically acclaimed debut album "For Emma, Forever Ago," known for its sparse, intimate folk sound and emotionally raw lyrics.
  • B. Pride and Prejudice
    Pride and Prejudice is a classic 1813 novel by Jane Austen that satirically explores love, class, and social expectations in early 19th-century England through the story of Elizabeth Bennet and Mr. Darcy.
  • C. Feu la mère de Madame
    Feu la mère de Madame is a short one-act farce by French playwright Georges Feydeau that humorously portrays a late-night marital quarrel sparked by a trivial misunderstanding.
  • D. Madame Bovary
    Madame Bovary is a landmark 1857 realist novel by Gustave Flaubert that portrays the tragic life and romantic disillusionment of Emma Bovary, a provincial doctor's wife.
  • E. Mademoiselle Bourienne
    Mademoiselle Bourienne is a minor character in Leo Tolstoy's novel "War and Peace," known as the French companion to Princess Marya who becomes romantically entangled with Anatole Kuragin.
  • 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.