Triple

T6270340
Position Surface form Disambiguated ID Type / Status
Subject Kenneth Brian Edmonds E140517 entity
Predicate notableWork P4 FINISHED
Object Can We Talk
"Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
 E579770 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: Can We Talk | Statement: [Kenneth Brian Edmonds, notableWork, Can We Talk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Can We Talk
Context triple: [Kenneth Brian Edmonds, notableWork, Can We Talk]
  • A. We Can Talk
    "We Can Talk" is a lively, harmony-rich song by the Canadian-American rock group The Band, showcasing Richard Manuel’s distinctive vocal and songwriting style.
  • B. We Need To Talk
    We Need To Talk is the debut studio album by American singer-songwriter Tayla Parx, showcasing her blend of pop, R&B, and contemporary songwriting.
  • C. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • D. Let's Talk About It
    "Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
  • E. Don't Talk
    "Don't Talk" is a track 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: Can We Talk
Triple: [Kenneth Brian Edmonds, notableWork, Can We Talk]
Generated description
"Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Can We Talk
Target entity description: "Can We Talk" is a 1993 R&B ballad, written and produced by Babyface and performed by Tevin Campbell, that became one of the defining slow jams of the decade.
  • A. We Can Talk
    "We Can Talk" is a lively, harmony-rich song by the Canadian-American rock group The Band, showcasing Richard Manuel’s distinctive vocal and songwriting style.
  • B. We Need To Talk
    We Need To Talk is the debut studio album by American singer-songwriter Tayla Parx, showcasing her blend of pop, R&B, and contemporary songwriting.
  • C. Talk to Me
    "Talk to Me" is a song featured on Joni Mitchell's 1977 album "Don Juan's Reckless Daughter."
  • D. Let's Talk About It
    "Let's Talk About It" is a track from Clipse’s debut album "Lord Willin'" that showcases the duo’s sharp lyricism over Neptunes-produced beats.
  • E. Don't Talk
    "Don't Talk" is a track 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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063a3f1d081908ccff88db94b1f9c completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c24460f1bc8190b15ca58331410ec2 completed March 24, 2026, 7:59 a.m.
NEDg Description generation batch_69c2a5a6157c8190a57a297cf606eecb completed March 24, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69c2a60a92cc8190847e242482788ff3 completed March 24, 2026, 2:56 p.m.
Created at: March 22, 2026, 4:25 p.m.