Triple

T5193747
Position Surface form Disambiguated ID Type / Status
Subject Meghan Trainor E117216 entity
Predicate notableAlbum P4 FINISHED
Object Takin' It Back
"Takin' It Back" is a pop album by Meghan Trainor that marks her return to a retro-inspired sound and themes of self-confidence and empowerment.
 E501261 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: Takin' It Back | Statement: [Meghan Trainor, notableAlbum, Takin' It Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Takin' It Back
Context triple: [Meghan Trainor, notableAlbum, Takin' It Back]
  • A. I Take It Back
    "I Take It Back" is a song written by American songwriter and producer Buddy Buie, known for his work in pop and Southern rock music.
  • B. Take Back
    "Take Back" is a song featured on Green Day's 1997 album *Nimrod*.
  • C. Get It Back
    "Get It Back" is a song by Whitney Houston featured on her 1998 album *My Love Is Your Love*.
  • D. Never Go Back
    Never Go Back is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he returns to his old army unit and uncovers a dangerous conspiracy.
  • E. Come and Take It
    "Come and Take It" is a historic Texan slogan and flag design symbolizing defiance against disarmament, famously associated with the Texas Revolution and the Battle of Gonzales.
  • 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: Takin' It Back
Triple: [Meghan Trainor, notableAlbum, Takin' It Back]
Generated description
"Takin' It Back" is a pop album by Meghan Trainor that marks her return to a retro-inspired sound and themes of self-confidence and empowerment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Takin' It Back
Target entity description: "Takin' It Back" is a pop album by Meghan Trainor that marks her return to a retro-inspired sound and themes of self-confidence and empowerment.
  • A. I Take It Back
    "I Take It Back" is a song written by American songwriter and producer Buddy Buie, known for his work in pop and Southern rock music.
  • B. Take Back
    "Take Back" is a song featured on Green Day's 1997 album *Nimrod*.
  • C. Get It Back
    "Get It Back" is a song by Whitney Houston featured on her 1998 album *My Love Is Your Love*.
  • D. Never Go Back
    Never Go Back is a thriller novel by Lee Child featuring ex-military drifter Jack Reacher as he returns to his old army unit and uncovers a dangerous conspiracy.
  • E. Come and Take It
    "Come and Take It" is a historic Texan slogan and flag design symbolizing defiance against disarmament, famously associated with the Texas Revolution and the Battle of Gonzales.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79f142488190bc6c57b8ff7ef894 completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee09743e08190a3a73fb410a6f124 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5a7cc748190b5df14b78aeac608 completed March 21, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:46 p.m.