Triple

T5577724
Position Surface form Disambiguated ID Type / Status
Subject 98 Degrees E146362 entity
Predicate notableWork P4 FINISHED
Object The Hardest Thing
"The Hardest Thing" is a popular late-1990s pop ballad by American boy band 98 Degrees, known for its emotional lyrics about the pain of ending a relationship.
E536212 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 Hardest Thing | Statement: [98 Degrees, notableWork, The Hardest Thing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hardest Thing
Context triple: [98 Degrees, notableWork, The Hardest Thing]
  • A. The Hardest Moment
    "The Hardest Moment" is a song featured on the album "Evolver" by the South Korean boy band U-KISS.
  • B. Harder Than The Rest
    Harder Than The Rest is an album by the German reggae band Culture, showcasing their roots reggae style and socially conscious themes.
  • C. Harder Than Ever
    Harder Than Ever is a 2018 breakout mixtape by Atlanta rapper Lil Baby that helped establish him as a major figure in modern trap music.
  • D. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • E. The Hard Way
    The Hard Way is a 1991 action-comedy film in which James Woods plays a tough New York cop reluctantly partnered with a pampered Hollywood actor, played by Michael J. Fox, who wants to learn how to be a real detective.
  • 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 Hardest Thing
Triple: [98 Degrees, notableWork, The Hardest Thing]
Generated description
"The Hardest Thing" is a popular late-1990s pop ballad by American boy band 98 Degrees, known for its emotional lyrics about the pain of ending a relationship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hardest Thing
Target entity description: "The Hardest Thing" is a popular late-1990s pop ballad by American boy band 98 Degrees, known for its emotional lyrics about the pain of ending a relationship.
  • A. The Hardest Moment
    "The Hardest Moment" is a song featured on the album "Evolver" by the South Korean boy band U-KISS.
  • B. Harder Than The Rest
    Harder Than The Rest is an album by the German reggae band Culture, showcasing their roots reggae style and socially conscious themes.
  • C. Harder Than Ever
    Harder Than Ever is a 2018 breakout mixtape by Atlanta rapper Lil Baby that helped establish him as a major figure in modern trap music.
  • D. The Hard Way
    "The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
  • E. The Hard Way
    The Hard Way is a 1991 action-comedy film in which James Woods plays a tough New York cop reluctantly partnered with a pampered Hollywood actor, played by Michael J. Fox, who wants to learn how to be a real detective.
  • 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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206ae4808190971d89243db94475 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d21ac6c81908a07c049d1ab81c6 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e879a8c8190942968982223f6e4 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3c31b48190aeefd41bea55d367 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:37 p.m.