Triple

T16373265
Position Surface form Disambiguated ID Type / Status
Subject Music Modernization Act E397615 entity
Predicate abbreviation P43 FINISHED
Object MLC
MLC is the Mechanical Licensing Collective, a U.S. nonprofit organization that administers blanket mechanical licenses and distributes royalties to songwriters and music publishers under the Music Modernization Act.
E1210418 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: MLC | Statement: [Music Modernization Act, abbreviation, MLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MLC
Context triple: [Music Modernization Act, abbreviation, MLC]
  • A. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • B. MLC
    MLC stands for Member of the Legislative Council, a title used for elected or appointed representatives serving in a legislative council in various parliamentary systems.
  • C. MLC
    MLC is a Congolese political party and former rebel group that played a major role in the Second Congo War and subsequent politics of the Democratic Republic of the Congo.
  • D. MLC
    MLC is a private Lutheran college in New Ulm, Minnesota, that primarily prepares students for careers in Christian ministry and education.
  • E. MLC 2006
    MLC 2006 is an international maritime labor convention that sets comprehensive minimum standards for the working and living conditions of seafarers worldwide.
  • 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: MLC
Triple: [Music Modernization Act, abbreviation, MLC]
Generated description
MLC is the Mechanical Licensing Collective, a U.S. nonprofit organization that administers blanket mechanical licenses and distributes royalties to songwriters and music publishers under the Music Modernization Act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MLC
Target entity description: MLC is the Mechanical Licensing Collective, a U.S. nonprofit organization that administers blanket mechanical licenses and distributes royalties to songwriters and music publishers under the Music Modernization Act.
  • A. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • B. MLC
    MLC is a Congolese political party and former rebel group that played a major role in the Second Congo War and subsequent politics of the Democratic Republic of the Congo.
  • C. MLC
    MLC is a private Lutheran college in New Ulm, Minnesota, that primarily prepares students for careers in Christian ministry and education.
  • D. MLC
    MLC stands for Member of the Legislative Council, a title used for elected or appointed representatives serving in a legislative council in various parliamentary systems.
  • E. MLC 2006
    MLC 2006 is an international maritime labor convention that sets comprehensive minimum standards for the working and living conditions of seafarers worldwide.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319d559788190bd96c45ff0900fe6 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003561f83481909223c99bb83ebdf4 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a0036f14bfc81909ea14a333c296187 completed May 10, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a003785b9d881908049867524345e06 completed May 10, 2026, 7:45 a.m.
Created at: April 10, 2026, 5:08 a.m.