Triple

T52916
Position Surface form Disambiguated ID Type / Status
Subject Darkness and Light E1039 entity
Predicate follows P134 FINISHED
Object Love in the Future E3841 NE FINISHED

How this triple was built (2 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: Love in the Future | Statement: [Darkness and Light, follows, Love in the Future]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love in the Future
Context triple: [Darkness and Light, follows, Love in the Future]
  • A. Love in the Future chosen
    Love in the Future is a 2013 R&B and soul studio album by John Legend that blends romantic ballads with contemporary production and includes the hit single "All of Me."
  • B. 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.
  • C. 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.
  • D. Fiat Lux
    Fiat Lux is a Latin phrase meaning "Let there be light," used as the inspirational motto of the University of California, Berkeley.
  • E. This I Remember
    "This I Remember" is Eleanor Roosevelt’s autobiographical memoir recounting her life, public service, and experiences as First Lady of the United States.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a2480baefc81909951b14058479aa2 completed Feb. 28, 2026, 1:42 a.m.
NER Named-entity recognition batch_69a24b04ef708190876686da9db1f04d completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25ab66dd0819081443ebc4702d3b0 completed Feb. 28, 2026, 3:02 a.m.
Created at: Feb. 28, 2026, 1:47 a.m.