Triple
T15591908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ransom 2 |
E374762
|
entity |
| Predicate | performer |
P1363
|
FINISHED |
| Object |
Trouble
Trouble was an American rapper known for his gritty storytelling and contributions to Atlanta’s hip-hop scene.
|
E1165360
|
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: Trouble | Statement: [Ransom 2, performer, Trouble]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trouble Context triple: [Ransom 2, performer, Trouble]
-
A.
Trouble
"Trouble" is a song performed by Elvis Presley, featured in the 1958 film and soundtrack album *King Creole*.
-
B.
Trouble
Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
-
C.
Trouble
"Trouble" is a song featured on the album *Under tha Influence* by DJ Quik.
-
D.
Trouble
Trouble is the 1978 debut studio album by British hard rock band Whitesnake, showcasing their early blues-rock sound and establishing them on the rock scene.
-
E.
Trouble
"Trouble" is a song by the British rock band Coldplay from their debut album "Parachutes," known for its melancholic piano melody and introspective lyrics.
- 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: Trouble Triple: [Ransom 2, performer, Trouble]
Generated description
Trouble was an American rapper known for his gritty storytelling and contributions to Atlanta’s hip-hop scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trouble Target entity description: Trouble was an American rapper known for his gritty storytelling and contributions to Atlanta’s hip-hop scene.
-
A.
Trouble
"Trouble" is a song featured on the album *Under tha Influence* by DJ Quik.
-
B.
Trouble
"Trouble" is a popular track by the American rock band Try This, known for its energetic style and catchy hooks.
-
C.
Trouble
Trouble is the debut studio album by Senegalese-American singer Akon, featuring hit singles that helped launch his international career.
-
D.
Trouble
Trouble is a studio album by British singer-songwriter Natalia Kills that showcases her dark pop sound and confessional, rebellious themes.
-
E.
Trouble
"Trouble" is a song performed by Elvis Presley, featured in the 1958 film and soundtrack album *King Creole*.
- 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.