Triple

T8890024
Position Surface form Disambiguated ID Type / Status
Subject Femme Fatale E211638 entity
Predicate hasSingle P3282 FINISHED
Object Hold It Against Me
"Hold It Against Me" is a 2011 dance-pop single by Britney Spears that blends pulsating electronic production with themes of seduction and emotional conflict.
 E764456 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: Hold It Against Me | Statement: [Femme Fatale, hasSingle, Hold It Against Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hold It Against Me
Context triple: [Femme Fatale, hasSingle, Hold It Against Me]
  • A. Blame It on Me
    "Blame It on Me" is a song by American rapper and singer Post Malone from his hit album "Beerbongs & Bentleys."
  • B. Hate Me
    "Hate Me" is a confessional alternative rock song by Blue October that explores themes of guilt, addiction, and emotional turmoil in a failed relationship.
  • C. Hold Ya Head
    "Hold Ya Head" is a reflective and somber track by 2Pac (as Makaveli) from his posthumous album *The Don Killuminati: The 7 Day Theory*, addressing struggle, loss, and perseverance.
  • D. Can’t Hold Us Down
    "Can’t Hold Us Down" is a feminist R&B/pop song by Christina Aguilera featuring Lil' Kim that challenges double standards and sexism in the music industry and society.
  • E. Can’t Hold Us Down
    "Can’t Hold Us Down" is a song by American singer-songwriter Matt Morris, showcasing his pop-influenced, introspective style.
  • 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: Hold It Against Me
Triple: [Femme Fatale, hasSingle, Hold It Against Me]
Generated description
"Hold It Against Me" is a 2011 dance-pop single by Britney Spears that blends pulsating electronic production with themes of seduction and emotional conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hold It Against Me
Target entity description: "Hold It Against Me" is a 2011 dance-pop single by Britney Spears that blends pulsating electronic production with themes of seduction and emotional conflict.
  • A. Blame It on Me
    "Blame It on Me" is a song by American rapper and singer Post Malone from his hit album "Beerbongs & Bentleys."
  • B. Hate Me
    "Hate Me" is a confessional alternative rock song by Blue October that explores themes of guilt, addiction, and emotional turmoil in a failed relationship.
  • C. Hold Ya Head
    "Hold Ya Head" is a reflective and somber track by 2Pac (as Makaveli) from his posthumous album *The Don Killuminati: The 7 Day Theory*, addressing struggle, loss, and perseverance.
  • D. Can’t Hold Us Down
    "Can’t Hold Us Down" is a feminist R&B/pop song by Christina Aguilera featuring Lil' Kim that challenges double standards and sexism in the music industry and society.
  • E. Can’t Hold Us Down
    "Can’t Hold Us Down" is a song by American singer-songwriter Matt Morris, showcasing his pop-influenced, introspective style.
  • 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_69ca83907954819096d52a245b635841 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc619188508190aacda410f0b4c98d completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabe955e08190a8d61cfaa2d52731 completed April 3, 2026, noon
NEDg Description generation batch_69cfacd755f88190bfe301e84c8a5350 completed April 3, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfad5739448190886e8bf47623862b completed April 3, 2026, 12:06 p.m.
Created at: March 30, 2026, 6:53 p.m.