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.