Triple

T14841668
Position Surface form Disambiguated ID Type / Status
Subject Johnny Mathis E348978 entity
Predicate notableWork P4 FINISHED
Object Too Much, Too Little, Too Late
"Too Much, Too Little, Too Late" is a 1978 pop and R&B duet by Johnny Mathis and Deniece Williams that became a major hit single, reaching number one on the Billboard Hot 100.
 E1121961 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: Too Much, Too Little, Too Late | Statement: [Johnny Mathis, notableWork, Too Much, Too Little, Too Late]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Too Much, Too Little, Too Late
Context triple: [Johnny Mathis, notableWork, Too Much, Too Little, Too Late]
  • A. Too Much, Too Soon
    Too Much, Too Soon is a 1958 biographical drama film about the troubled life of actress Diana Barrymore, adapted from her memoir of the same name.
  • B. Too Much Too Soon
    Too Much Too Soon is the New York Dolls’ second studio album, a seminal glam-punk record known for its raw sound and influential role in the development of punk rock.
  • C. Too Little Too Late
    "Too Little Too Late" is a 2006 pop and R&B ballad by American singer JoJo that became one of her biggest hits, showcasing her powerful vocals and emotional delivery.
  • D. Too Much
    "Too Much" is a reflective, emotionally charged song by Canadian rapper Drake that appears on his 2013 album *Nothing Was the Same*.
  • E. Too Much
    "Too Much" is a 1957 rock and roll song by Elvis Presley that became one of his early chart-topping hits.
  • 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: Too Much, Too Little, Too Late
Triple: [Johnny Mathis, notableWork, Too Much, Too Little, Too Late]
Generated description
"Too Much, Too Little, Too Late" is a 1978 pop and R&B duet by Johnny Mathis and Deniece Williams that became a major hit single, reaching number one on the Billboard Hot 100.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Too Much, Too Little, Too Late
Target entity description: "Too Much, Too Little, Too Late" is a 1978 pop and R&B duet by Johnny Mathis and Deniece Williams that became a major hit single, reaching number one on the Billboard Hot 100.
  • A. Too Much, Too Soon
    Too Much, Too Soon is a 1958 biographical drama film about the troubled life of actress Diana Barrymore, adapted from her memoir of the same name.
  • B. Too Much Too Soon
    Too Much Too Soon is the New York Dolls’ second studio album, a seminal glam-punk record known for its raw sound and influential role in the development of punk rock.
  • C. Too Little Too Late
    "Too Little Too Late" is a 2006 pop and R&B ballad by American singer JoJo that became one of her biggest hits, showcasing her powerful vocals and emotional delivery.
  • D. Too Much
    "Too Much" is a reflective, emotionally charged song by Canadian rapper Drake that appears on his 2013 album *Nothing Was the Same*.
  • E. Too Much
    "Too Much" is a 1957 rock and roll song by Elvis Presley that became one of his early chart-topping hits.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded28fa49c81908d1059e6cafd607f completed April 14, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe38a9eb9481908ca509f484007cf6 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3d0eca948190b107bc593b6e5b72 completed May 8, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_69fe3d94785881908911a7c6f1546d45 completed May 8, 2026, 7:46 p.m.
Created at: April 10, 2026, 1:53 a.m.