Triple

T835264
Position Surface form Disambiguated ID Type / Status
Subject Modern Times E18055 entity
Predicate hasTrack P3284 FINISHED
Object Ain't Talkin'
"Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
 E108559 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: Ain't Talkin' | Statement: [Modern Times, hasTrack, Ain't Talkin']
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain't Talkin'
Context triple: [Modern Times, hasTrack, Ain't Talkin']
  • A. Tell Me No
    "Tell Me No" is a song by American singer Whitney Houston from her 2002 studio album "Just Whitney."
  • B. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • C. I Cain't Say No
    "I Cain't Say No" is a humorous and flirtatious song sung by the character Ado Annie in the classic Rodgers and Hammerstein musical Oklahoma!.
  • D. Come and Get It
    Come and Get It is a 1936 American drama film, co-directed by Howard Hawks and William Wyler, best known for featuring Walter Brennan in an Oscar-winning supporting performance.
  • E. All Er Nuthin'
    "All Er Nuthin'" is a comic duet from the classic Rodgers and Hammerstein musical *Oklahoma!* in which Ado Annie and Will Parker argue about fidelity and commitment.
  • 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: Ain't Talkin'
Triple: [Modern Times, hasTrack, Ain't Talkin']
Generated description
"Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain't Talkin'
Target entity description: "Ain't Talkin'" is a long, brooding, and apocalyptic folk song by Bob Dylan that closes his 2006 album *Modern Times*.
  • A. Tell Me No
    "Tell Me No" is a song by American singer Whitney Houston from her 2002 studio album "Just Whitney."
  • B. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • C. I Cain't Say No
    "I Cain't Say No" is a humorous and flirtatious song sung by the character Ado Annie in the classic Rodgers and Hammerstein musical Oklahoma!.
  • D. Come and Get It
    Come and Get It is a 1936 American drama film, co-directed by Howard Hawks and William Wyler, best known for featuring Walter Brennan in an Oscar-winning supporting performance.
  • E. All Er Nuthin'
    "All Er Nuthin'" is a comic duet from the classic Rodgers and Hammerstein musical *Oklahoma!* in which Ado Annie and Will Parker argue about fidelity and commitment.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abccb94881909cd49aa3fd986b4a completed March 1, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf51a5608190a739b16078f4dfb0 completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7d04b92188190bf04dddab69c6e6e completed March 4, 2026, 6:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7d11309bc8190a2f02e9b2e0ec531 completed March 4, 2026, 6:28 a.m.
Created at: March 1, 2026, 7:38 p.m.