Triple

T14611802
Position Surface form Disambiguated ID Type / Status
Subject Take 6 E342978 entity
Predicate notableWork P4 FINISHED
Object So Much 2 Say
So Much 2 Say is a Grammy-winning a cappella gospel and jazz album by the vocal group Take 6, noted for its intricate harmonies and innovative vocal arrangements.
 E1109810 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: So Much 2 Say | Statement: [Take 6, notableWork, So Much 2 Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: So Much 2 Say
Context triple: [Take 6, notableWork, So Much 2 Say]
  • A. So Much Things to Say
    "So Much Things to Say" is a roots reggae song by Bob Marley and the Wailers, featured on their 1977 album "Exodus."
  • B. What More Can I Say
    "What More Can I Say" is a track by Jay-Z from his critically acclaimed 2003 album *The Black Album*, known for its introspective lyrics and confident wordplay.
  • C. What More Can I Say
    "What More Can I Say" is a soulful, introspective track by NxWorries (Anderson .Paak and Knxwledge) that showcases their blend of smooth vocals and laid-back, sample-driven production.
  • D. Said Too Much
    "Said Too Much" is a song by the pop duo Sweet Talker, recognized as one of their notable tracks.
  • E. So Much More
    "So Much More" is a track by American rapper Big Sean from his debut studio album "Finally Famous."
  • 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: So Much 2 Say
Triple: [Take 6, notableWork, So Much 2 Say]
Generated description
So Much 2 Say is a Grammy-winning a cappella gospel and jazz album by the vocal group Take 6, noted for its intricate harmonies and innovative vocal arrangements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: So Much 2 Say
Target entity description: So Much 2 Say is a Grammy-winning a cappella gospel and jazz album by the vocal group Take 6, noted for its intricate harmonies and innovative vocal arrangements.
  • A. So Much Things to Say
    "So Much Things to Say" is a roots reggae song by Bob Marley and the Wailers, featured on their 1977 album "Exodus."
  • B. What More Can I Say
    "What More Can I Say" is a track by Jay-Z from his critically acclaimed 2003 album *The Black Album*, known for its introspective lyrics and confident wordplay.
  • C. What More Can I Say
    "What More Can I Say" is a soulful, introspective track by NxWorries (Anderson .Paak and Knxwledge) that showcases their blend of smooth vocals and laid-back, sample-driven production.
  • D. Said Too Much
    "Said Too Much" is a song by the pop duo Sweet Talker, recognized as one of their notable tracks.
  • E. So Much More
    "So Much More" is a track by American rapper Big Sean from his debut studio album "Finally Famous."
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb450e6588190a94488d8e71888c8 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda91f437c8190ada4d1c3708faedd completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb1ad32a4819088e5831f3d74ea4e completed May 8, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69fdb316479c81909343196bb89e5e57 completed May 8, 2026, 9:55 a.m.
Created at: April 10, 2026, 1:25 a.m.