Triple
T9083941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keith Crouch |
E217701
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Learn the Hard Way |
E208265
|
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: Learn the Hard Way | Statement: [Keith Crouch, notableWork, Learn the Hard Way]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Learn the Hard Way Context triple: [Keith Crouch, notableWork, Learn the Hard Way]
-
A.
Learn the Hard Way
chosen
"Learn the Hard Way" is a song featured on the soundtrack of the 2011 film "Never Say Never," associated with Justin Bieber.
-
B.
From Scratch
From Scratch is a romantic drama miniseries on Netflix that follows an American woman’s transformative love story in Italy, based on Tembi Locke’s memoir and starring Zoe Saldana.
-
C.
Boot Camp
"Boot Camp" is a song by the American rock band Soundgarden, featured on their 1996 album *Down on the Upside*.
-
D.
The Code
"The Code" is a poem by Robert Frost featured in his collection *North of Boston*, reflecting his characteristic exploration of rural New England life and moral complexity.
-
E.
You Learn
"You Learn" is a 1996 alternative rock song by Alanis Morissette from her landmark album *Jagged Little Pill*, known for its reflective lyrics about personal growth through life’s mistakes.
- 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_69ca83d7a0388190ba1af89ed7ba36f9 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc960b45fc8190adf4bdc41b103e86 |
completed | April 1, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffe38f0048190a9fb15e73d9bcd50 |
completed | April 3, 2026, 5:51 p.m. |
Created at: March 30, 2026, 7:13 p.m.