Triple

T13373170
Position Surface form Disambiguated ID Type / Status
Subject JoJo E319117 entity
Predicate notableWork P4 FINISHED
Object Too Little Too Late
"Too Little Too Late" is a 2006 pop and R&B ballad by American singer JoJo that became one of her biggest hits, showcasing her powerful vocals and emotional delivery.
E1036204 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: Too Little Too Late | Statement: [JoJo, notableWork, Too Little Too Late]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Too Little Too Late
Context triple: [JoJo, notableWork, Too Little Too Late]
  • A. It's Too Late
    "It's Too Late" is a song by Jim Carroll from his influential punk rock album "Catholic Boy."
  • B. Not Too Late
    Not Too Late is a 2007 studio album by American singer-songwriter Norah Jones that showcases a more intimate, self-penned collection of jazz-influenced pop songs.
  • C. It’s Too Late
    "It's Too Late" is a 1971 soft rock song by Carole King, featured on her landmark album "Tapestry" and widely regarded as one of her signature hits.
  • D. Too Late
    "Too Late" is a socially conscious hip-hop track by Reflection Eternal (Talib Kweli and Hi-Tek), known for its reflective lyrics and soulful production.
  • E. Too Late
    "Too Late" is a poem featured in the collection *Dramatis Personae* by Robert Browning.
  • 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: Too Little Too Late
Triple: [JoJo, notableWork, Too Little Too Late]
Generated description
"Too Little Too Late" is a 2006 pop and R&B ballad by American singer JoJo that became one of her biggest hits, showcasing her powerful vocals and emotional delivery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Too Little Too Late
Target entity description: "Too Little Too Late" is a 2006 pop and R&B ballad by American singer JoJo that became one of her biggest hits, showcasing her powerful vocals and emotional delivery.
  • A. It's Too Late
    "It's Too Late" is a song by Jim Carroll from his influential punk rock album "Catholic Boy."
  • B. Not Too Late
    Not Too Late is a 2007 studio album by American singer-songwriter Norah Jones that showcases a more intimate, self-penned collection of jazz-influenced pop songs.
  • C. It’s Too Late
    "It's Too Late" is a 1971 soft rock song by Carole King, featured on her landmark album "Tapestry" and widely regarded as one of her signature hits.
  • D. Too Late
    "Too Late" is a socially conscious hip-hop track by Reflection Eternal (Talib Kweli and Hi-Tek), known for its reflective lyrics and soulful production.
  • E. Too Late
    "Too Late" is a poem featured in the collection *Dramatis Personae* by Robert Browning.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadcda64a48190b53243a763cd175b completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f72682c7f08190b8553ca22734df27 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7270bf9308190a3e9427ffce0e3ee completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f727d063c4819084b4990a0d759f79 completed May 3, 2026, 10:47 a.m.
Created at: April 9, 2026, 9:33 p.m.