Triple
T15591923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ransom 2 |
E374762
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Humble Beginnings
"Humble Beginnings" is a track from rapper Mike Will Made-It’s album *Ransom 2*, reflecting on his rise from modest origins to mainstream success.
|
E1165364
|
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: Humble Beginnings | Statement: [Ransom 2, hasPart, Humble Beginnings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humble Beginnings Context triple: [Ransom 2, hasPart, Humble Beginnings]
-
A.
Just Begun
"Just Begun" is a socially conscious hip-hop track by Reflection Eternal featuring Mos Def, Jay Electronica, and J. Cole, celebrated for its lyrical prowess and collaborative showcase of prominent MCs.
-
B.
Humble Beast
Humble Beast is the debut studio album by Chicago rapper G Herbo, showcasing his gritty storytelling and introspective take on street life.
-
C.
At the Beginning
"At the Beginning" is a pop duet by Donna Lewis and Richard Marx, best known as the romantic theme song from the 1997 animated film *Anastasia*.
-
D.
Humble Mumble
"Humble Mumble" is a genre-blending hip hop track by OutKast featuring Erykah Badu, noted for its experimental production and introspective lyrics.
-
E.
Right from the Beginning
Right from the Beginning is a political memoir by Pat Buchanan recounting his early life, formative experiences, and the development of his conservative beliefs.
- 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: Humble Beginnings Triple: [Ransom 2, hasPart, Humble Beginnings]
Generated description
"Humble Beginnings" is a track from rapper Mike Will Made-It’s album *Ransom 2*, reflecting on his rise from modest origins to mainstream success.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humble Beginnings Target entity description: "Humble Beginnings" is a track from rapper Mike Will Made-It’s album *Ransom 2*, reflecting on his rise from modest origins to mainstream success.
-
A.
Just Begun
"Just Begun" is a socially conscious hip-hop track by Reflection Eternal featuring Mos Def, Jay Electronica, and J. Cole, celebrated for its lyrical prowess and collaborative showcase of prominent MCs.
-
B.
Humble Beast
Humble Beast is the debut studio album by Chicago rapper G Herbo, showcasing his gritty storytelling and introspective take on street life.
-
C.
At the Beginning
"At the Beginning" is a pop duet by Donna Lewis and Richard Marx, best known as the romantic theme song from the 1997 animated film *Anastasia*.
-
D.
Humble Mumble
"Humble Mumble" is a genre-blending hip hop track by OutKast featuring Erykah Badu, noted for its experimental production and introspective lyrics.
-
E.
Right from the Beginning
Right from the Beginning is a political memoir by Pat Buchanan recounting his early life, formative experiences, and the development of his conservative beliefs.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e4b903c8190a35f9267cb38e721 |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c55fa248190b114a5b63560f87b |
completed | May 9, 2026, 3:01 p.m. |
| NEDg | Description generation | batch_69ff50020d748190be36f3c08df43e40 |
completed | May 9, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff50a349688190ab7a18fa4460d86e |
completed | May 9, 2026, 3:20 p.m. |
Created at: April 10, 2026, 4:12 a.m.