Triple

T6478525
Position Surface form Disambiguated ID Type / Status
Subject Until the End of Time E146130 entity
Predicate includesSong P7178 FINISHED
Object LastOnesLeft
LastOnesLeft is a track featured on Tupac Shakur’s posthumous double album "Until the End of Time."
 E597009 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: LastOnesLeft | Statement: [Until the End of Time, includesSong, LastOnesLeft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LastOnesLeft
Context triple: [Until the End of Time, includesSong, LastOnesLeft]
  • A. Every Last One
    Every Last One is a contemporary novel by Anna Quindlen that follows a suburban mother whose seemingly ordinary family life is shattered by a devastating tragedy.
  • B. Last Last
    "Last Last" is a 2022 Afrobeats song by Nigerian artist Burna Boy that blends emotional lyrics about heartbreak with a sample of Toni Braxton’s "He Wasn't Man Enough."
  • C. Last Man Standing
    "Last Man Standing" is a rock song by Bruce Springsteen, featured on his 2020 studio album "Letter to You."
  • D. Last Man Standing
    Last Man Standing is a 1996 neo-noir action film directed by Walter Hill and starring Bruce Willis as a lone gunman caught between rival gangs in a Prohibition-era Texas border town.
  • E. One More Last Chance
    "One More Last Chance" is a popular country song by American singer-songwriter Vince Gill, known for its upbeat tempo and humorous take on a man given yet another shot at redemption.
  • 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: LastOnesLeft
Triple: [Until the End of Time, includesSong, LastOnesLeft]
Generated description
LastOnesLeft is a track featured on Tupac Shakur’s posthumous double album "Until the End of Time."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LastOnesLeft
Target entity description: LastOnesLeft is a track featured on Tupac Shakur’s posthumous double album "Until the End of Time."
  • A. Every Last One
    Every Last One is a contemporary novel by Anna Quindlen that follows a suburban mother whose seemingly ordinary family life is shattered by a devastating tragedy.
  • B. Last Last
    "Last Last" is a 2022 Afrobeats song by Nigerian artist Burna Boy that blends emotional lyrics about heartbreak with a sample of Toni Braxton’s "He Wasn't Man Enough."
  • C. Last Man Standing
    "Last Man Standing" is a rock song by Bruce Springsteen, featured on his 2020 studio album "Letter to You."
  • D. Last Man Standing
    Last Man Standing is a 1996 neo-noir action film directed by Walter Hill and starring Bruce Willis as a lone gunman caught between rival gangs in a Prohibition-era Texas border town.
  • E. One More Last Chance
    "One More Last Chance" is a popular country song by American singer-songwriter Vince Gill, known for its upbeat tempo and humorous take on a man given yet another shot at redemption.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.