Triple
T15939517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Recovery |
E386521
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Talkin' 2 Myself
"Talkin' 2 Myself" is a track by Eminem from his 2010 album *Recovery*, reflecting on his personal struggles, self-doubt, and career challenges.
|
E1185455
|
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: Talkin' 2 Myself | Statement: [Recovery, hasPart, Talkin' 2 Myself]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talkin' 2 Myself Context triple: [Recovery, hasPart, Talkin' 2 Myself]
-
A.
Talkin' to Me
"Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
-
B.
Ain't Talkin'
"Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
-
C.
Talk to Me
"Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
-
D.
Talk to Me
"Talk to Me" is a hard-hitting hip hop track by the duo Run the Jewels, known for its aggressive production and politically charged lyrics.
-
E.
Talk to Me
"Talk to Me" is an R&B song by American singer Chico DeBarge that became one of his signature hits in the late 1980s.
- 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: Talkin' 2 Myself Triple: [Recovery, hasPart, Talkin' 2 Myself]
Generated description
"Talkin' 2 Myself" is a track by Eminem from his 2010 album *Recovery*, reflecting on his personal struggles, self-doubt, and career challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talkin' 2 Myself Target entity description: "Talkin' 2 Myself" is a track by Eminem from his 2010 album *Recovery*, reflecting on his personal struggles, self-doubt, and career challenges.
-
A.
Talkin' to Me
"Talkin' to Me" is an R&B song produced by Rich Harrison, best known as a single by American singer Amerie from her debut album.
-
B.
Ain't Talkin'
"Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
-
C.
Talk to Me
Talk to Me is a biographical drama film about Washington, D.C. radio personality Ralph "Petey" Greene, directed by Kasi Lemmons.
-
D.
Talk to Me
"Talk to Me" is a hard-hitting hip hop track by the duo Run the Jewels, known for its aggressive production and politically charged lyrics.
-
E.
Talk to Me
"Talk to Me" is an R&B song by American singer Chico DeBarge that became one of his signature hits in the late 1980s.
- 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156ad9988819089ad7822e0f46177 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5ba070c8190b6af6cb21bddd7f1 |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb77a69188190a7b4910a0ce2534c |
completed | May 9, 2026, 10:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbbcd0a948190972ddf2202faa85b |
completed | May 9, 2026, 10:57 p.m. |
Created at: April 10, 2026, 4:53 a.m.