Triple

T10718443
Position Surface form Disambiguated ID Type / Status
Subject Teddy Geiger E252747 entity
Predicate notableWork P4 FINISHED
Object There’s Nothing Holdin’ Me Back (as songwriter)
"There’s Nothing Holdin’ Me Back" is a 2017 upbeat pop song by Shawn Mendes, co-written by Teddy Geiger, that became a global hit and a defining track in Mendes’s early career.
E881945 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 (as songwriter) | Statement: [Teddy Geiger, notableWork, There’s Nothing Holdin’ Me Back (as songwriter)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: There’s Nothing Holdin’ Me Back (as songwriter)
Context triple: [Teddy Geiger, notableWork, There’s Nothing Holdin’ Me Back (as songwriter)]
  • A. 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.
  • B. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • C. "Can't Nobody Hold Me Down"
    "Can't Nobody Hold Me Down" is a 1997 debut single by Puff Daddy featuring Mase that became a major hip-hop hit and helped launch Sean Combs' career as a recording artist.
  • D. Ain't Sayin' Nothin' New
    "Ain't Sayin' Nothin' New" is a track by The Roots from their critically acclaimed hip-hop album "Things Fall Apart."
  • E. I Can’t Hold Out
    "I Can’t Hold Out" is a blues song popularized by Eric Clapton on his 1974 album 461 Ocean Boulevard, originally written and recorded by blues musician Elmore James.
  • F. None of above.
  • 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 (as songwriter)
Triple: [Teddy Geiger, notableWork, There’s Nothing Holdin’ Me Back (as songwriter)]
Generated description
"There’s Nothing Holdin’ Me Back" is a 2017 upbeat pop song by Shawn Mendes, co-written by Teddy Geiger, that became a global hit and a defining track in Mendes’s early career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: There’s Nothing Holdin’ Me Back (as songwriter)
Target entity description: "There’s Nothing Holdin’ Me Back" is a 2017 upbeat pop song by Shawn Mendes, co-written by Teddy Geiger, that became a global hit and a defining track in Mendes’s early career.
  • A. 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.
  • B. Ain't Got Nothin'
    "Ain't Got Nothin'" is a rock song by the English band Oasis, featured on their 2008 album "Dig Out Your Soul."
  • C. "Can't Nobody Hold Me Down"
    "Can't Nobody Hold Me Down" is a 1997 debut single by Puff Daddy featuring Mase that became a major hip-hop hit and helped launch Sean Combs' career as a recording artist.
  • D. Ain't Sayin' Nothin' New
    "Ain't Sayin' Nothin' New" is a track by The Roots from their critically acclaimed hip-hop album "Things Fall Apart."
  • E. I Can’t Hold Out
    "I Can’t Hold Out" is a blues song popularized by Eric Clapton on his 1974 album 461 Ocean Boulevard, originally written and recorded by blues musician Elmore James.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff36558c81908682adbe7b5dce05 completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb71dd6f88190beb99ca75914fb09 completed April 12, 2026, 3:15 p.m.
NEDg Description generation batch_69dbbbe3d9dc819088f85d41ef66ab29 completed April 12, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69dbc58a5ef481908e67fff6686fb506 completed April 12, 2026, 4:17 p.m.
Created at: April 8, 2026, 9:13 p.m.