Triple

T1155954
Position Surface form Disambiguated ID Type / Status
Subject Jay-Z E23781 entity
Predicate notableSong P4 FINISHED
Object 99 Problems
"99 Problems" is a 2003 hip-hop single by Jay-Z that blends hard-hitting social commentary with a memorable hook and has become one of his most iconic songs.
E132072 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: 99 Problems | Statement: [Jay-Z, notableSong, 99 Problems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 99 Problems
Context triple: [Jay-Z, notableSong, 99 Problems]
  • A. When the Nines Roll Over
    "When the Nines Roll Over" is a collection of contemporary short stories by David Benioff that explores themes of love, ambition, and disillusionment in modern urban life.
  • B. Mathematical Circus
    Mathematical Circus is a popular collection of recreational mathematics puzzles and essays by Martin Gardner, showcasing his playful and insightful approach to mathematical curiosities.
  • C. 99 Steps
    99 Steps is a historic stone staircase in Charlotte Amalie, St. Thomas, built during the Danish colonial era and now a popular tourist attraction.
  • D. Entscheidungsproblem
    The Entscheidungsproblem is a foundational decision problem in mathematical logic that asks whether there exists a general algorithm to determine the truth or falsity of any given first-order logical statement.
  • E. Geeks Bearing Gifts
    Geeks Bearing Gifts is a book by computing pioneer Ted Nelson that reflects on the history, philosophy, and future of digital media and information technology.
  • 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: 99 Problems
Triple: [Jay-Z, notableSong, 99 Problems]
Generated description
"99 Problems" is a 2003 hip-hop single by Jay-Z that blends hard-hitting social commentary with a memorable hook and has become one of his most iconic songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 99 Problems
Target entity description: "99 Problems" is a 2003 hip-hop single by Jay-Z that blends hard-hitting social commentary with a memorable hook and has become one of his most iconic songs.
  • A. When the Nines Roll Over
    "When the Nines Roll Over" is a collection of contemporary short stories by David Benioff that explores themes of love, ambition, and disillusionment in modern urban life.
  • B. Mathematical Circus
    Mathematical Circus is a popular collection of recreational mathematics puzzles and essays by Martin Gardner, showcasing his playful and insightful approach to mathematical curiosities.
  • C. 99 Steps
    99 Steps is a historic stone staircase in Charlotte Amalie, St. Thomas, built during the Danish colonial era and now a popular tourist attraction.
  • D. Entscheidungsproblem
    The Entscheidungsproblem is a foundational decision problem in mathematical logic that asks whether there exists a general algorithm to determine the truth or falsity of any given first-order logical statement.
  • E. Geeks Bearing Gifts
    Geeks Bearing Gifts is a book by computing pioneer Ted Nelson that reflects on the history, philosophy, and future of digital media and information technology.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc912300819084c9c69783055a70 completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eba03f081908c8bf99e6369080a completed March 7, 2026, 5:22 p.m.
NEDg Description generation batch_69ac5f4756b08190b3dbaf64a9351836 completed March 7, 2026, 5:24 p.m.
NED2 Entity disambiguation (via description) batch_69ac600f78148190bd3109276f7b9e3a completed March 7, 2026, 5:27 p.m.
Created at: March 1, 2026, 7:44 p.m.