Triple

T10010128
Position Surface form Disambiguated ID Type / Status
Subject Relient K E198349 entity
Predicate notableWork P4 FINISHED
Object Mmhmm
"Mmhmm" is a 2004 pop-punk and alternative rock album by Relient K that marked the band's mainstream breakthrough with its energetic sound and introspective lyrics.
 E835435 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: Mmhmm | Statement: [Relient K, notableWork, Mmhmm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mmhmm
Context triple: [Relient K, notableWork, Mmhmm]
  • A. Uh Huh
    "Uh Huh" is a pop song by American singer-songwriter Julia Michaels, known for its catchy melody and emotionally candid lyrics about conflicted attraction.
  • B. UMMM
    UMMM is the ICAO airport code assigned to Minsk-1 Airport in Minsk, Belarus.
  • C. Yeah!
    "Yeah!" is a 2004 hit R&B/hip-hop single by Usher featuring Lil Jon and Ludacris that became one of his signature songs and a global club anthem.
  • D. UMM
    UMM is a private Islamic university in Malang, Indonesia, affiliated with the Muhammadiyah organization and known for its wide range of academic programs.
  • E. UMM
    UMM is a small public liberal arts college campus of the University of Minnesota system located in Morris, Minnesota.
  • 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: Mmhmm
Triple: [Relient K, notableWork, Mmhmm]
Generated description
"Mmhmm" is a 2004 pop-punk and alternative rock album by Relient K that marked the band's mainstream breakthrough with its energetic sound and introspective lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mmhmm
Target entity description: "Mmhmm" is a 2004 pop-punk and alternative rock album by Relient K that marked the band's mainstream breakthrough with its energetic sound and introspective lyrics.
  • A. Uh Huh
    "Uh Huh" is a pop song by American singer-songwriter Julia Michaels, known for its catchy melody and emotionally candid lyrics about conflicted attraction.
  • B. UMMM
    UMMM is the ICAO airport code assigned to Minsk-1 Airport in Minsk, Belarus.
  • C. Yeah!
    "Yeah!" is a 2004 hit R&B/hip-hop single by Usher featuring Lil Jon and Ludacris that became one of his signature songs and a global club anthem.
  • D. UMM
    UMM is a private Islamic university in Malang, Indonesia, affiliated with the Muhammadiyah organization and known for its wide range of academic programs.
  • E. UMM
    UMM is a small public liberal arts college campus of the University of Minnesota system located in Morris, Minnesota.
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd39e074819097f77a4d4bf7856e completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a7265b88190b69e7869a96bb404 completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26e44ef488190bf8ce9c7b6c9700f completed April 5, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69d26ecca9508190a3a0890748f80ea6 completed April 5, 2026, 2:16 p.m.
Created at: March 30, 2026, 8:52 p.m.