Triple

T4714909
Position Surface form Disambiguated ID Type / Status
Subject Robert Barisford Brown E104609 entity
Predicate notableAlbum P4 FINISHED
Object "Forever"
"Forever" is a 1997 R&B album by American singer Bobby Brown that marked his return to music after several years away from the spotlight.
 E463445 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: "Forever" | Statement: [Robert Barisford Brown, notableAlbum, "Forever"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Forever"
Context triple: [Robert Barisford Brown, notableAlbum, "Forever"]
  • A. “Forever”
    “Forever” is a term commonly used to denote an unending or infinite duration of time.
  • B. Now and Forever
    "Now and Forever" is a romantic ballad by Carole King, best known as one of her later signature songs featured on her live album *The Living Room Tour*.
  • C. For Forever
    "For Forever" is a central emotional ballad from the Broadway musical "Dear Evan Hansen," in which the protagonist imagines an idealized friendship to cope with loneliness and grief.
  • D. Forever and Ever
    "Forever and Ever" is a popular 1973 pop ballad by Greek singer Demis Roussos that became one of his signature international hits.
  • E. Never Forever
    "Never Forever" is a song featured on the release by the musical project Mutable Set.
  • 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: "Forever"
Triple: [Robert Barisford Brown, notableAlbum, "Forever"]
Generated description
"Forever" is a 1997 R&B album by American singer Bobby Brown that marked his return to music after several years away from the spotlight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Forever"
Target entity description: "Forever" is a 1997 R&B album by American singer Bobby Brown that marked his return to music after several years away from the spotlight.
  • A. “Forever”
    “Forever” is a term commonly used to denote an unending or infinite duration of time.
  • B. Now and Forever
    "Now and Forever" is a romantic ballad by Carole King, best known as one of her later signature songs featured on her live album *The Living Room Tour*.
  • C. For Forever
    "For Forever" is a central emotional ballad from the Broadway musical "Dear Evan Hansen," in which the protagonist imagines an idealized friendship to cope with loneliness and grief.
  • D. Forever and Ever
    "Forever and Ever" is a popular 1973 pop ballad by Greek singer Demis Roussos that became one of his signature international hits.
  • E. Never Forever
    "Never Forever" is a song featured on the release by the musical project Mutable Set.
  • 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6408dc5c8190a8d6b1c1a3eba2df completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be108002e08190b13856f2af135bfc completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1196fcb08190a151b31204045fa4 completed March 21, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69be121448ec8190a29f6d78049002df completed March 21, 2026, 3:35 a.m.
Created at: March 20, 2026, 1:18 p.m.