Triple

T10141728
Position Surface form Disambiguated ID Type / Status
Subject Shep Crawford E231597 entity
Predicate notableWork P4 FINISHED
Object “I’m Gonna Hold On”
“I’m Gonna Hold On” is an R&B song written and produced by Shep Crawford, known for his emotionally driven, gospel-influenced ballad style.
E844538 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: “I’m Gonna Hold On” | Statement: [Shep Crawford, notableWork, “I’m Gonna Hold On”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “I’m Gonna Hold On”
Context triple: [Shep Crawford, notableWork, “I’m Gonna Hold On”]
  • A. Hold On
    "Hold On" is an emotional rock ballad by Good Charlotte that addresses themes of depression and suicide, encouraging listeners to persevere through hardship.
  • B. Hold On
    "Hold On" is a soulful ballad by Adele from her 2021 album "30," reflecting themes of resilience and emotional healing.
  • C. Hold On
    "Hold On" is a track by American rapper Pusha T from his critically acclaimed debut studio album "My Name Is My Name."
  • D. Hold On
    "Hold On" is a progressive rock song by the English band Yes from their 1983 album 90125.
  • E. Hold On
    "Hold On" is a critically acclaimed blues-rock song by American band Alabama Shakes, known for Brittany Howard's powerful vocals and its role in bringing the band widespread recognition.
  • 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: “I’m Gonna Hold On”
Triple: [Shep Crawford, notableWork, “I’m Gonna Hold On”]
Generated description
“I’m Gonna Hold On” is an R&B song written and produced by Shep Crawford, known for his emotionally driven, gospel-influenced ballad style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “I’m Gonna Hold On”
Target entity description: “I’m Gonna Hold On” is an R&B song written and produced by Shep Crawford, known for his emotionally driven, gospel-influenced ballad style.
  • A. Hold On
    "Hold On" is an emotional rock ballad by Good Charlotte that addresses themes of depression and suicide, encouraging listeners to persevere through hardship.
  • B. Hold On
    "Hold On" is a soulful ballad by Adele from her 2021 album "30," reflecting themes of resilience and emotional healing.
  • C. Hold On
    "Hold On" is a song featured on the album "Warning" by the American punk rock band Green Day.
  • D. Hold On
    "Hold On" is a track by American rapper Pusha T from his critically acclaimed debut studio album "My Name Is My Name."
  • E. Hold On
    "Hold On" is a critically acclaimed blues-rock song by American band Alabama Shakes, known for Brittany Howard's powerful vocals and its role in bringing the band widespread recognition.
  • 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_69ca848364f881908a24366a6feec1db completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdeb2599e0819090184631e481310c completed April 2, 2026, 4:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e60e51488190a6097837eb3ce18a completed April 5, 2026, 10:45 p.m.
NEDg Description generation batch_69d2ea2b0c2c8190ad96980673f182c1 completed April 5, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69d2ea7fe7948190baa7ffcfe5c399dd completed April 5, 2026, 11:04 p.m.
Created at: March 30, 2026, 9:07 p.m.