Triple

T14660111
Position Surface form Disambiguated ID Type / Status
Subject Shawn Mendes E344214 entity
Predicate notableWork P4 FINISHED
Object There’s Nothing Holdin’ Me Back
"There’s Nothing Holdin’ Me Back" is a 2017 upbeat pop song by Canadian singer Shawn Mendes that became one of his signature hits worldwide.
 E1112330 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: There’s Nothing Holdin’ Me Back | Statement: [Shawn Mendes, notableWork, There’s Nothing Holdin’ Me Back]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: There’s Nothing Holdin’ Me Back
Context triple: [Shawn Mendes, notableWork, There’s Nothing Holdin’ Me Back]
  • A. Nothing Is Stopping You
    "Nothing Is Stopping You" is an inspirational hip-hop track by Eminem that opens his album "The Marshall Mathers LP 2," encouraging perseverance and self-belief.
  • B. Holding It Back
    "Holding It Back" is a song featured on the album "In Another Life."
  • C. I Can’t Hold Back
    "I Can’t Hold Back" is a 1984 rock song by the American band Survivor, best known for its powerful vocals and melodic, arena-rock style.
  • D. Can’t Hold Us Down
    "Can’t Hold Us Down" is a feminist R&B/pop song by Christina Aguilera featuring Lil' Kim that challenges double standards and sexism in the music industry and society.
  • E. Can’t Hold Us Down
    "Can’t Hold Us Down" is a song by American singer-songwriter Matt Morris, showcasing his pop-influenced, introspective style.
  • 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: There’s Nothing Holdin’ Me Back
Triple: [Shawn Mendes, notableWork, There’s Nothing Holdin’ Me Back]
Generated description
"There’s Nothing Holdin’ Me Back" is a 2017 upbeat pop song by Canadian singer Shawn Mendes that became one of his signature hits worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: There’s Nothing Holdin’ Me Back
Target entity description: "There’s Nothing Holdin’ Me Back" is a 2017 upbeat pop song by Canadian singer Shawn Mendes that became one of his signature hits worldwide.
  • A. Nothing Is Stopping You
    "Nothing Is Stopping You" is an inspirational hip-hop track by Eminem that opens his album "The Marshall Mathers LP 2," encouraging perseverance and self-belief.
  • B. Holding It Back
    "Holding It Back" is a song featured on the album "In Another Life."
  • C. I Can’t Hold Back
    "I Can’t Hold Back" is a 1984 rock song by the American band Survivor, best known for its powerful vocals and melodic, arena-rock style.
  • D. Can’t Hold Us Down
    "Can’t Hold Us Down" is a feminist R&B/pop song by Christina Aguilera featuring Lil' Kim that challenges double standards and sexism in the music industry and society.
  • E. Can’t Hold Us Down
    "Can’t Hold Us Down" is a song by American singer-songwriter Matt Morris, showcasing his pop-influenced, introspective style.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51c84448190a1f5fa9ab8a1e2c4 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e28f848190a3d686bc11336601 completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdd65a6c24819088fb18ffcdfe6404 completed May 8, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_69fdd6f172288190ba7097518b1a971e completed May 8, 2026, 12:28 p.m.
Created at: April 10, 2026, 1:27 a.m.