Triple

T11937052
Position Surface form Disambiguated ID Type / Status
Subject Stop Making Sense E284071 entity
Predicate featuresSong P2152 FINISHED
Object Girlfriend Is Better
"Girlfriend Is Better" is a song by the American rock band Talking Heads, best known for its energetic live performance captured in their concert film and album "Stop Making Sense."
 E954916 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: Girlfriend Is Better | Statement: [Stop Making Sense, featuresSong, Girlfriend Is Better]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Girlfriend Is Better
Context triple: [Stop Making Sense, featuresSong, Girlfriend Is Better]
  • A. Girlfriend
    "Girlfriend" is a 2002 pop and R&B single by American boy band *NSYNC, known for its catchy hook and remix featuring rapper Nelly.
  • B. Girlfriend
    "Girlfriend" is a pop single by Rebecca Black that continues her internet-born music career following the viral success of "Friday."
  • C. Girlfriend
    "Girlfriend" is a 2007 pop-punk single by Canadian singer Avril Lavigne that became one of her biggest global hits and a defining song of her career.
  • D. Girlfriend
    "Girlfriend" is a 2018 upbeat pop-R&B single by British singer-songwriter and producer MNEK, known for its catchy hook and playful, romantic lyrics.
  • E. Girlfriend
    "Girlfriend" is a pop song by English singer and actress Billie Piper, released during her late-1990s music career.
  • 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: Girlfriend Is Better
Triple: [Stop Making Sense, featuresSong, Girlfriend Is Better]
Generated description
"Girlfriend Is Better" is a song by the American rock band Talking Heads, best known for its energetic live performance captured in their concert film and album "Stop Making Sense."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Girlfriend Is Better
Target entity description: "Girlfriend Is Better" is a song by the American rock band Talking Heads, best known for its energetic live performance captured in their concert film and album "Stop Making Sense."
  • A. Girlfriend
    "Girlfriend" is a 2002 pop and R&B single by American boy band *NSYNC, known for its catchy hook and remix featuring rapper Nelly.
  • B. Girlfriend
    "Girlfriend" is a pop single by Rebecca Black that continues her internet-born music career following the viral success of "Friday."
  • C. Girlfriend
    "Girlfriend" is a 2007 pop-punk single by Canadian singer Avril Lavigne that became one of her biggest global hits and a defining song of her career.
  • D. Girlfriend
    "Girlfriend" is a 2018 upbeat pop-R&B single by British singer-songwriter and producer MNEK, known for its catchy hook and playful, romantic lyrics.
  • E. Girlfriend
    "Girlfriend" is a pop song by English singer and actress Billie Piper, released during her late-1990s music career.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903094218819092e11b273d87de65 completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4408d497c8190b051225140125e1f completed May 1, 2026, 5:56 a.m.
NEDg Description generation batch_69f448fc874081908fe05f9d8aff11a3 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44afdc7b08190bdf47cfcb94c34c8 completed May 1, 2026, 6:41 a.m.
Created at: April 8, 2026, 9:45 p.m.