Triple

T3900464
Position Surface form Disambiguated ID Type / Status
Subject Music Modernization Act E90475 entity
Predicate shortName P43 FINISHED
Object MMA
The Music Modernization Act is a U.S. law that modernizes music licensing and royalty payments for songwriters and rights holders in the digital streaming era.
 E397615 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: MMA | Statement: [Music Modernization Act, shortName, MMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MMA
Context triple: [Music Modernization Act, shortName, MMA]
  • A. MMA
    MMA is the commonly used acronym for the Chilean Ministry of Environment, the government body responsible for environmental policy and regulation in Chile.
  • B. Ultimate Fighting Championship
    The Ultimate Fighting Championship (UFC) is the world’s leading mixed martial arts promotion, organizing high-profile fights across multiple weight classes featuring top fighters from around the globe.
  • C. Mjölnir MMA
    Mjölnir MMA is an Icelandic mixed martial arts gym and training team known for producing high-level fighters such as UFC welterweight Gunnar Nelson.
  • D. Muay Boran
    Muay Boran is a traditional Thai martial art comprising ancient unarmed combat techniques that served as the historical foundation for modern Muay Thai.
  • E. Muay Thai
    Muay Thai is a traditional Thai martial art and combat sport known for its use of punches, kicks, elbows, and knee strikes, often referred to as the "art of eight limbs."
  • 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: MMA
Triple: [Music Modernization Act, shortName, MMA]
Generated description
The Music Modernization Act is a U.S. law that modernizes music licensing and royalty payments for songwriters and rights holders in the digital streaming era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MMA
Target entity description: The Music Modernization Act is a U.S. law that modernizes music licensing and royalty payments for songwriters and rights holders in the digital streaming era.
  • A. MMA
    MMA is the commonly used acronym for the Chilean Ministry of Environment, the government body responsible for environmental policy and regulation in Chile.
  • B. Ultimate Fighting Championship
    The Ultimate Fighting Championship (UFC) is the world’s leading mixed martial arts promotion, organizing high-profile fights across multiple weight classes featuring top fighters from around the globe.
  • C. Mjölnir MMA
    Mjölnir MMA is an Icelandic mixed martial arts gym and training team known for producing high-level fighters such as UFC welterweight Gunnar Nelson.
  • D. Muay Boran
    Muay Boran is a traditional Thai martial art comprising ancient unarmed combat techniques that served as the historical foundation for modern Muay Thai.
  • E. Muay Thai
    Muay Thai is a traditional Thai martial art and combat sport known for its use of punches, kicks, elbows, and knee strikes, often referred to as the "art of eight limbs."
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecf2f230819099abc109a0b7d916 completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51ca477a081908b7e6d2701833413 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51dc74d6c819082d1cf4c8a5d3aba completed March 14, 2026, 8:35 a.m.
NED2 Entity disambiguation (via description) batch_69b51e27ce588190a9aa93f2fd063fad completed March 14, 2026, 8:36 a.m.
Created at: March 9, 2026, 3:21 p.m.