Triple

T23410689
Position Surface form Disambiguated ID Type / Status
Subject J-Live E560058 entity
Predicate releaseYear P25 FINISHED
Object Always Will Be (2003)
Always Will Be (2003) is an EP by underground hip hop artist J-Live that showcases his intricate lyricism and soulful, boom-bap–influenced production.
 E1585663 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: Always Will Be (2003) | Statement: [J-Live, releaseYear, Always Will Be (2003)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Always Will Be (2003)
Context triple: [J-Live, releaseYear, Always Will Be (2003)]
  • A. Always Will
    "Always Will" is a song featured on the album "So Familiar" by Steve Martin and Edie Brickell, blending bluegrass instrumentation with reflective, narrative lyrics.
  • B. Love Always
    Love Always is the 1997 debut studio album by American R&B duo K-Ci & JoJo, featuring their hit ballad "All My Life."
  • C. Love Always
    "Love Always" is a romantic R&B ballad by American singer El DeBarge, known for its smooth vocals and heartfelt lyrics.
  • D. Forever & Always
    "Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
  • E. How I'll Always Be
    "How I'll Always Be" is a country song by Tim McGraw that reflects on staying true to one's roots and character despite life's changes.
  • 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: Always Will Be (2003)
Triple: [J-Live, releaseYear, Always Will Be (2003)]
Generated description
Always Will Be (2003) is an EP by underground hip hop artist J-Live that showcases his intricate lyricism and soulful, boom-bap–influenced production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Always Will Be (2003)
Target entity description: Always Will Be (2003) is an EP by underground hip hop artist J-Live that showcases his intricate lyricism and soulful, boom-bap–influenced production.
  • A. Always Will
    "Always Will" is a song featured on the album "So Familiar" by Steve Martin and Edie Brickell, blending bluegrass instrumentation with reflective, narrative lyrics.
  • B. Love Always
    Love Always is the 1997 debut studio album by American R&B duo K-Ci & JoJo, featuring their hit ballad "All My Life."
  • C. Love Always
    "Love Always" is a romantic R&B ballad by American singer El DeBarge, known for its smooth vocals and heartfelt lyrics.
  • D. Forever & Always
    "Forever & Always" is a country-pop breakup song by Taylor Swift, featured on her album "Fearless" and known for its emotional lyrics about a sudden end to a relationship.
  • E. How I'll Always Be
    "How I'll Always Be" is a country song by Tim McGraw that reflects on staying true to one's roots and character despite life's changes.
  • 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_69e2454b3a5881909c64773dc8a5d289 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a510b3848190ae42679ef0bcd424 completed April 29, 2026, 6:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c679958f4819087da6c499161219a completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7213e19881909151fe5c0560e096 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76bcf3f08190ae28b928b18cd007 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:38 p.m.