Triple

T18094129
Position Surface form Disambiguated ID Type / Status
Subject The Envoy E433040 entity
Predicate hasPart P35 FINISHED
Object Never Too Late For Love
"Never Too Late For Love" is a song featured on the album "The Envoy" by American singer-songwriter Warren Zevon.
E1305474 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 Too Late For Love | Statement: [The Envoy, hasPart, Never Too Late For Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Too Late For Love
Context triple: [The Envoy, hasPart, Never Too Late For Love]
  • A. Never Too Late
    "Never Too Late" is a memoir by reality television personality Amber Portwood in which she recounts her struggles with addiction, legal issues, and personal growth.
  • B. Never Too Late
    Never Too Late is a work by author Robert Greene, known for his books on power, strategy, and human nature.
  • C. 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.
  • D. 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.
  • E. It's Too Late
    "It's Too Late" is a song by Jim Carroll from his influential punk rock album "Catholic Boy."
  • 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 Too Late For Love
Triple: [The Envoy, hasPart, Never Too Late For Love]
Generated description
"Never Too Late For Love" is a song featured on the album "The Envoy" by American singer-songwriter Warren Zevon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Never Too Late For Love
Target entity description: "Never Too Late For Love" is a song featured on the album "The Envoy" by American singer-songwriter Warren Zevon.
  • A. Never Too Late
    Never Too Late is a work by author Robert Greene, known for his books on power, strategy, and human nature.
  • B. Never Too Late
    "Never Too Late" is a memoir by reality television personality Amber Portwood in which she recounts her struggles with addiction, legal issues, and personal growth.
  • C. 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.
  • D. 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.
  • E. It's Too Late
    "It's Too Late" is a song by Jim Carroll from his influential punk rock album "Catholic Boy."
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dd1a75048190924ebc01da83851b completed April 19, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035d9d9cd48190a1f12122701e333e completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a036a6df6348190893f97731da817f1 completed May 12, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_6a036b44c6008190a3b612b9e7d292f0 completed May 12, 2026, 6:02 p.m.
Created at: April 10, 2026, 10:27 a.m.