Triple

T17624015
Position Surface form Disambiguated ID Type / Status
Subject Ain't Nobody Worryin' E429785 entity
Predicate hasPart P35 FINISHED
Object Never Love Again
"Never Love Again" is a soulful R&B track by Anthony Hamilton featured on his album "Ain't Nobody Worryin'."
E1280063 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: Never Love Again | Statement: [Ain't Nobody Worryin', hasPart, Never Love Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Love Again
Context triple: [Ain't Nobody Worryin', hasPart, Never Love Again]
  • A. Never Love Again
    "Never Love Again" is a song by American rapper Eminem from his 2020 album *Music to Be Murdered By*, reflecting on heartbreak and emotional loss.
  • B. Begin Again
    Begin Again is a 2013 musical romantic drama film about a disgraced music executive and a young singer-songwriter who collaborate to produce an album recorded live across New York City.
  • C. Begin Again
    "Begin Again" is a collection of essays by American writer and activist Grace Paley that reflects her sharp political insight, feminist perspective, and commitment to social justice.
  • D. Love Kills
    "Love Kills" is a song by the Ramones from their 1986 album *Animal Boy*, inspired by the story of Sid Vicious and Nancy Spungen.
  • E. From Paris with Love
    From Paris with Love is a 2010 action thriller film set in Paris that follows a young intelligence operative who teams up with an unorthodox, trigger-happy American spy to thwart a terrorist plot.
  • 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: Never Love Again
Triple: [Ain't Nobody Worryin', hasPart, Never Love Again]
Generated description
"Never Love Again" is a soulful R&B track by Anthony Hamilton featured on his album "Ain't Nobody Worryin'."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Never Love Again
Target entity description: "Never Love Again" is a soulful R&B track by Anthony Hamilton featured on his album "Ain't Nobody Worryin'."
  • A. Never Love Again
    "Never Love Again" is a song by American rapper Eminem from his 2020 album *Music to Be Murdered By*, reflecting on heartbreak and emotional loss.
  • B. Begin Again
    Begin Again is a 2013 musical romantic drama film about a disgraced music executive and a young singer-songwriter who collaborate to produce an album recorded live across New York City.
  • C. Begin Again
    "Begin Again" is a collection of essays by American writer and activist Grace Paley that reflects her sharp political insight, feminist perspective, and commitment to social justice.
  • D. Love Kills
    "Love Kills" is a song by the Ramones from their 1986 album *Animal Boy*, inspired by the story of Sid Vicious and Nancy Spungen.
  • E. From Paris with Love
    From Paris with Love is a 2010 action thriller film set in Paris that follows a young intelligence operative who teams up with an unorthodox, trigger-happy American spy to thwart a terrorist plot.
  • 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46dbb2a348190982658d495c81da0 completed April 19, 2026, 5:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a9714e081909283b932dc5d9301 completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020b81c0e88190af61ea1a3b89fe8a completed May 11, 2026, 5:01 p.m.
NED2 Entity disambiguation (via description) batch_6a020cc2de908190ae82be94c0d9c1a0 completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 5:52 a.m.