Triple

T7288597
Position Surface form Disambiguated ID Type / Status
Subject Spice Girls E163936 entity
Predicate notableWork P4 FINISHED
Object Too Much
"Too Much" is a 1997 pop ballad by the Spice Girls that became one of their hit singles, showcasing their signature harmonies and topping charts in several countries.
E653959 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 | Statement: [Spice Girls, notableWork, Too Much]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Too Much
Context triple: [Spice Girls, notableWork, Too Much]
  • A. Too Much
    "Too Much" is a 1957 rock and roll song by Elvis Presley that became one of his early chart-topping hits.
  • B. Never Too Much
    "Never Too Much" is a 1981 R&B and soul classic by Luther Vandross that became his signature hit and a defining song of contemporary R&B.
  • C. 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.
  • D. Too Much Ain’t Enough
    "Too Much Ain’t Enough" is a rock song by Tom Petty and the Heartbreakers from their 1978 album *You're Gonna Get It!*
  • E. 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.
  • 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
Triple: [Spice Girls, notableWork, Too Much]
Generated description
"Too Much" is a 1997 pop ballad by the Spice Girls that became one of their hit singles, showcasing their signature harmonies and topping charts in several countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Too Much
Target entity description: "Too Much" is a 1997 pop ballad by the Spice Girls that became one of their hit singles, showcasing their signature harmonies and topping charts in several countries.
  • A. Too Much
    "Too Much" is a 1957 rock and roll song by Elvis Presley that became one of his early chart-topping hits.
  • B. Never Too Much
    "Never Too Much" is a 1981 R&B and soul classic by Luther Vandross that became his signature hit and a defining song of contemporary R&B.
  • C. 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.
  • D. Too Much Ain’t Enough
    "Too Much Ain’t Enough" is a rock song by Tom Petty and the Heartbreakers from their 1978 album *You're Gonna Get It!*
  • E. 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.
  • 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_69c6886093b88190a254b1ce6db8bae7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb6bde448190b52852c916a8059d completed March 27, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db4671e08190874d5e099e883509 completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7dbc1ff0c8190bc7639a74a5d3af3 completed March 28, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc6873a081908ea4e953430ec20b completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 3 p.m.