Triple

T197146
Position Surface form Disambiguated ID Type / Status
Subject Love in the Future E3841 entity
Predicate hasTrack P3284 FINISHED
Object Hold On Longer
"Hold On Longer" is a song by John Legend from his 2013 R&B/soul album *Love in the Future*.
E29229 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: Hold On Longer | Statement: [Love in the Future, hasTrack, Hold On Longer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hold On Longer
Context triple: [Love in the Future, hasTrack, Hold On Longer]
  • A. As We Go
    As We Go is a collection of essays by American writer and editor Charles Dudley Warner, reflecting his observations on everyday life and society in the late 19th century.
  • B. This Time
    "This Time" is a song featured on the album "Evolver" by the Christian rock band John Legend.
  • C. Bigger Love
    Bigger Love is a 2020 studio album by American singer-songwriter John Legend that blends R&B, soul, and pop with themes of love, resilience, and joy.
  • D. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • E. So High
    "So High" is an R&B/soul song by John Legend from his debut album "Get Lifted."
  • 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: Hold On Longer
Triple: [Love in the Future, hasTrack, Hold On Longer]
Generated description
"Hold On Longer" is a song by John Legend from his 2013 R&B/soul album *Love in the Future*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hold On Longer
Target entity description: "Hold On Longer" is a song by John Legend from his 2013 R&B/soul album *Love in the Future*.
  • A. As We Go
    As We Go is a collection of essays by American writer and editor Charles Dudley Warner, reflecting his observations on everyday life and society in the late 19th century.
  • B. This Time
    "This Time" is a song featured on the album "Evolver" by the Christian rock band John Legend.
  • C. Bigger Love
    Bigger Love is a 2020 studio album by American singer-songwriter John Legend that blends R&B, soul, and pop with themes of love, resilience, and joy.
  • D. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • E. So High
    "So High" is an R&B/soul song by John Legend from his debut album "Get Lifted."
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2598594388190a56f36fa036eac84 completed Feb. 28, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35b61bdfc8190a399f0b4f09672ab completed Feb. 28, 2026, 9:17 p.m.
NEDg Description generation batch_69a35bda2f2881908451ac1861bc5e22 completed Feb. 28, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69a35c7340d08190bdf142d265369af5 completed Feb. 28, 2026, 9:21 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.