Triple

T9426278
Position Surface form Disambiguated ID Type / Status
Subject Speak Now E227271 entity
Predicate single P3283 FINISHED
Object Back to December
"Back to December" is a country-pop ballad by Taylor Swift in which she reflects on a past relationship and expresses regret and apology.
E798208 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: Back to December | Statement: [Speak Now, single, Back to December]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Back to December
Context triple: [Speak Now, single, Back to December]
  • A. A Week in December
    A Week in December is a contemporary novel by Sebastian Faulks that interweaves the lives of several Londoners over the course of one week, exploring themes of finance, terrorism, and modern urban life.
  • B. My December
    "My December" is Kelly Clarkson's darker, rock-influenced third studio album that showcases a more personal and emotionally raw side of her songwriting.
  • C. The Last Month of the Year
    The Last Month of the Year is a Christmas-themed folk album by the Kingston Trio, featuring traditional and contemporary holiday songs in their signature harmony-driven style.
  • D. Gone till November
    "Gone till November" is a 1997 hip hop and reggae fusion single by Wyclef Jean that became one of his most recognizable solo hits.
  • E. May December
    May December is a 2023 psychological drama film directed by Todd Haynes that explores the complex relationship between a former tabloid scandal couple and the actress researching them for a role.
  • 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: Back to December
Triple: [Speak Now, single, Back to December]
Generated description
"Back to December" is a country-pop ballad by Taylor Swift in which she reflects on a past relationship and expresses regret and apology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Back to December
Target entity description: "Back to December" is a country-pop ballad by Taylor Swift in which she reflects on a past relationship and expresses regret and apology.
  • A. A Week in December
    A Week in December is a contemporary novel by Sebastian Faulks that interweaves the lives of several Londoners over the course of one week, exploring themes of finance, terrorism, and modern urban life.
  • B. My December
    "My December" is Kelly Clarkson's darker, rock-influenced third studio album that showcases a more personal and emotionally raw side of her songwriting.
  • C. The Last Month of the Year
    The Last Month of the Year is a Christmas-themed folk album by the Kingston Trio, featuring traditional and contemporary holiday songs in their signature harmony-driven style.
  • D. Gone till November
    "Gone till November" is a 1997 hip hop and reggae fusion single by Wyclef Jean that became one of his most recognizable solo hits.
  • E. May December
    May December is a 2023 psychological drama film directed by Todd Haynes that explores the complex relationship between a former tabloid scandal couple and the actress researching them for a role.
  • 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_69ca8436ba308190903e470776d2d893 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7c908738819081df35c632f35f04 completed April 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107da6aa88190a015ee4a6eea2a4a completed April 4, 2026, 12:45 p.m.
NEDg Description generation batch_69d1087d01b08190aa4d17241244c26c completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d109042fec819087371150d2c2cf87 completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 7:49 p.m.