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.