Triple

T23391794
Position Surface form Disambiguated ID Type / Status
Subject 42 Dugg E594037 entity
Predicate notableWork P4 FINISHED
Object STFU
"STFU" is a popular track by American rapper 42 Dugg known for its aggressive delivery and street-oriented lyrics.
E1584515 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: STFU | Statement: [42 Dugg, notableWork, STFU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: STFU
Context triple: [42 Dugg, notableWork, STFU]
  • A. STFU!
    "STFU!" is a genre-blending nu-metal and pop song by Rina Sawayama that confronts racism and microaggressions with aggressive guitars, sharp lyrics, and satirical visuals.
  • B. Shut Up!
    "Shut Up!" is a pop-punk song by Canadian band Simple Plan, known for its catchy hooks and angsty lyrics about defiance and frustration.
  • C. F**k You
    "F**k You" is a 2010 soul-pop single by CeeLo Green, known for its catchy retro sound and explicit, humorous take on heartbreak that became a viral hit.
  • D. Shut Up
    "Shut Up" is a 2003 pop and R&B-influenced single by the Black Eyed Peas that became one of their early international hits.
  • E. Shut Up
    "Shut Up" is a popular hip hop track by American rapper Trick Daddy, known for its aggressive energy and heavy Southern rap production.
  • 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: STFU
Triple: [42 Dugg, notableWork, STFU]
Generated description
"STFU" is a popular track by American rapper 42 Dugg known for its aggressive delivery and street-oriented lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: STFU
Target entity description: "STFU" is a popular track by American rapper 42 Dugg known for its aggressive delivery and street-oriented lyrics.
  • A. STFU!
    "STFU!" is a genre-blending nu-metal and pop song by Rina Sawayama that confronts racism and microaggressions with aggressive guitars, sharp lyrics, and satirical visuals.
  • B. Shut Up!
    "Shut Up!" is a pop-punk song by Canadian band Simple Plan, known for its catchy hooks and angsty lyrics about defiance and frustration.
  • C. F**k You
    "F**k You" is a 2010 soul-pop single by CeeLo Green, known for its catchy retro sound and explicit, humorous take on heartbreak that became a viral hit.
  • D. Shut Up
    "Shut Up" is a 2003 pop and R&B-influenced single by the Black Eyed Peas that became one of their early international hits.
  • E. Shut Up
    "Shut Up" is a popular hip hop track by American rapper Trick Daddy, known for its aggressive energy and heavy Southern rap production.
  • 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_69e25d2754fc819085deea939bde60ab completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a49ca5a0819091b74ca59e7fedd4 completed April 29, 2026, 6:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dec070c81908e86b1c7fc50fc83 completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c62311ff48190b740bba58180f100 completed May 19, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0c62d82f908190acbe1fec58288df9 completed May 19, 2026, 1:17 p.m.
Created at: April 17, 2026, 5:36 p.m.