Triple

T7043654
Position Surface form Disambiguated ID Type / Status
Subject Robert Greene E163575 entity
Predicate notableWork P4 FINISHED
Object Never Too Late
Never Too Late is a work by author Robert Greene, known for his books on power, strategy, and human nature.
E639279 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 | Statement: [Robert Greene, notableWork, Never Too Late]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Too Late
Context triple: [Robert Greene, notableWork, Never Too Late]
  • A. 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.
  • B. No Such Thing as Too Late
    "No Such Thing as Too Late" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • C. 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.
  • D. Too Late
    "Too Late" is a song by the American rock band Train of Thought.
  • E. 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.
  • 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
Triple: [Robert Greene, notableWork, Never Too Late]
Generated description
Never Too Late is a work by author Robert Greene, known for his books on power, strategy, and human nature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Never Too Late
Target entity description: Never Too Late is a work by author Robert Greene, known for his books on power, strategy, and human nature.
  • A. 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.
  • B. No Such Thing as Too Late
    "No Such Thing as Too Late" is a song featured on the album "Two Eleven" by American R&B singer Brandy.
  • C. 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.
  • D. Too Late
    "Too Late" is a song by the American rock band Train of Thought.
  • E. 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.
  • 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_69c6885f598c8190b6b6495c59d8d962 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e235a2e08190bb049ee6e719f0f9 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7887141ac81909cb5e996a89e4ec5 completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78c46ec18819098a6d0b0e6e4ce8b completed March 28, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c78caca6dc8190bc03d285fbcd7910 completed March 28, 2026, 8:09 a.m.
Created at: March 27, 2026, 2:37 p.m.