Triple
T23557275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brand New Man |
E579120
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
I've Got a Lot to Learn
"I've Got a Lot to Learn" is a song by American country duo Brooks & Dunn from their debut album "Brand New Man."
|
E1591017
|
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: I've Got a Lot to Learn | Statement: [Brand New Man, hasPart, I've Got a Lot to Learn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: I've Got a Lot to Learn Context triple: [Brand New Man, hasPart, I've Got a Lot to Learn]
-
A.
I’ve Got a Lot to Learn About Love
"I’ve Got a Lot to Learn About Love" is a country song by the American band The Storm, known for its heartfelt lyrics about romantic growth and self-discovery.
-
B.
What I've Learned
"What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
-
C.
I Never Learn
I Never Learn is a melancholic, emotionally raw indie pop album by Swedish singer-songwriter Lykke Li, known for its sparse production and themes of heartbreak and loss.
-
D.
You Gon’ Learn
"You Gon’ Learn" is a track by Eminem featuring Royce da 5'9", White Gold, and Black Thought, known for its intricate lyricism and introspective themes.
-
E.
I Wanna Learn
I Wanna Learn is a song featured within the musical work "Quartet (I Wanna Learn)."
- 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: I've Got a Lot to Learn Triple: [Brand New Man, hasPart, I've Got a Lot to Learn]
Generated description
"I've Got a Lot to Learn" is a song by American country duo Brooks & Dunn from their debut album "Brand New Man."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: I've Got a Lot to Learn Target entity description: "I've Got a Lot to Learn" is a song by American country duo Brooks & Dunn from their debut album "Brand New Man."
-
A.
I’ve Got a Lot to Learn About Love
"I’ve Got a Lot to Learn About Love" is a country song by the American band The Storm, known for its heartfelt lyrics about romantic growth and self-discovery.
-
B.
What I've Learned
"What I've Learned" is a long-running Esquire magazine feature in which notable figures share personal insights, life lessons, and reflections in a first-person, quote-driven format.
-
C.
I Never Learn
I Never Learn is a melancholic, emotionally raw indie pop album by Swedish singer-songwriter Lykke Li, known for its sparse production and themes of heartbreak and loss.
-
D.
You Gon’ Learn
"You Gon’ Learn" is a track by Eminem featuring Royce da 5'9", White Gold, and Black Thought, known for its intricate lyricism and introspective themes.
-
E.
I Wanna Learn
I Wanna Learn is a song featured within the musical work "Quartet (I Wanna Learn)."
- 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_69e245fe24588190888f3aec8407d8e3 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1af659e9881908b527accfd2b1187 |
completed | April 29, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf69e8c88190bb80ece5ab1aa32d |
completed | May 19, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_6a0ce14b83108190a2bf5969f15b0dfe |
completed | May 19, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce203ec688190a7a88c9ddd824bb7 |
completed | May 19, 2026, 10:19 p.m. |
Created at: April 17, 2026, 6:12 p.m.