Triple

T13322029
Position Surface form Disambiguated ID Type / Status
Subject Jagged Edge E317337 entity
Predicate notableWork P4 FINISHED
Object I Gotta Be
"I Gotta Be" is a 1998 R&B love ballad by Jagged Edge that became one of the group's signature hits.
 E1034289 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 Gotta Be | Statement: [Jagged Edge, notableWork, I Gotta Be]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Gotta Be
Context triple: [Jagged Edge, notableWork, I Gotta Be]
  • A. I Gotta Go
    "I Gotta Go" is a blues track performed by The Rolling Stones, featured on their 2016 covers album *Blue & Lonesome*.
  • B. I Gotta Make It
    I Gotta Make It is the debut studio album by American R&B singer Trey Songz, showcasing his early blend of soulful vocals and contemporary hip-hop-influenced production.
  • C. I Gotta Have a Song
    "I Gotta Have a Song" is a soul track by Stevie Wonder featured on his 1970 album "Signed, Sealed & Delivered."
  • D. I've Gotta Be Me
    "I've Gotta Be Me" is a popular song closely associated with entertainer Sammy Davis Jr., celebrated as an anthem of individuality and self-expression.
  • E. I'm Gonna Be
    "I'm Gonna Be" is a song featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • 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 Gotta Be
Triple: [Jagged Edge, notableWork, I Gotta Be]
Generated description
"I Gotta Be" is a 1998 R&B love ballad by Jagged Edge that became one of the group's signature hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Gotta Be
Target entity description: "I Gotta Be" is a 1998 R&B love ballad by Jagged Edge that became one of the group's signature hits.
  • A. I Gotta Go
    "I Gotta Go" is a blues track performed by The Rolling Stones, featured on their 2016 covers album *Blue & Lonesome*.
  • B. I Gotta Make It
    I Gotta Make It is the debut studio album by American R&B singer Trey Songz, showcasing his early blend of soulful vocals and contemporary hip-hop-influenced production.
  • C. I Gotta Have a Song
    "I Gotta Have a Song" is a soul track by Stevie Wonder featured on his 1970 album "Signed, Sealed & Delivered."
  • D. I've Gotta Be Me
    "I've Gotta Be Me" is a popular song closely associated with entertainer Sammy Davis Jr., celebrated as an anthem of individuality and self-expression.
  • E. I'm Gonna Be
    "I'm Gonna Be" is a song featured on the album *The 18th Day* by British singer-songwriter Estelle.
  • 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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9992ab83c8190982d9f54dff6919f completed April 11, 2026, 12:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f2a8ba88190a59bc4840ec8ad13 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f71fe2c128819096cc31c9cbb739b5 completed May 3, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69f7208d47388190b1b51f346b0d1423 completed May 3, 2026, 10:16 a.m.
Created at: April 9, 2026, 9:30 p.m.