Triple

T146751
Position Surface form Disambiguated ID Type / Status
Subject Ivana Trump E3346 entity
Predicate notableWork P4 FINISHED
Object The Best Is Yet to Come
"The Best Is Yet to Come" is a memoir by Ivana Trump reflecting on her life, relationships, and experiences as the former wife of Donald Trump.
E25038 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: The Best Is Yet to Come | Statement: [Ivana Trump, notableWork, The Best Is Yet to Come]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Best Is Yet to Come
Context triple: [Ivana Trump, notableWork, The Best Is Yet to Come]
  • A. Each Day Gets Better
    "Each Day Gets Better" is a song featured on John Legend's album "Once Again."
  • B. The Great Unknown
    The Great Unknown is a section of Washington Irving’s 1824 story collection "Tales of a Traveller," comprising a group of tales centered on mystery and the supernatural.
  • 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. This Time
    "This Time" is a song featured on the album "Evolver" by the Christian rock band John Legend.
  • 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: The Best Is Yet to Come
Triple: [Ivana Trump, notableWork, The Best Is Yet to Come]
Generated description
"The Best Is Yet to Come" is a memoir by Ivana Trump reflecting on her life, relationships, and experiences as the former wife of Donald Trump.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Best Is Yet to Come
Target entity description: "The Best Is Yet to Come" is a memoir by Ivana Trump reflecting on her life, relationships, and experiences as the former wife of Donald Trump.
  • A. Each Day Gets Better
    "Each Day Gets Better" is a song featured on John Legend's album "Once Again."
  • B. The Great Unknown
    The Great Unknown is a section of Washington Irving’s 1824 story collection "Tales of a Traveller," comprising a group of tales centered on mystery and the supernatural.
  • 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. This Time
    "This Time" is a song featured on the album "Evolver" by the Christian rock band John Legend.
  • 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_69a252868de4819080e21c9938bfe8b6 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a257eba6188190a3cf99c91bf3038f completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a31619063c8190879a726867d4b46d completed Feb. 28, 2026, 4:21 p.m.
NEDg Description generation batch_69a316a113688190a1542d580c1b02a5 completed Feb. 28, 2026, 4:24 p.m.
NED2 Entity disambiguation (via description) batch_69a316efcab881909f15c1eb953a64ec completed Feb. 28, 2026, 4:25 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.