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.