Triple

T12259078
Position Surface form Disambiguated ID Type / Status
Subject Skepta E292173 entity
Predicate notableSingle P3283 FINISHED
Object Too Many Man
"Too Many Man" is a 2009 grime track by British rapper Skepta and other Boy Better Know members, known for its commentary on male-dominated club scenes and its popularity in UK underground music culture.
E968635 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 Many Man | Statement: [Skepta, notableSingle, Too Many Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Too Many Man
Context triple: [Skepta, notableSingle, Too Many Man]
  • A. Too Many People
    "Too Many People" is a song by Paul McCartney from his 1971 album *Ram*, noted for its sharp, veiled criticisms of John Lennon.
  • B. Only One Man
    Only One Man is a studio album by English classical crossover tenor Russell Watson, showcasing his blend of operatic and popular vocal styles.
  • C. Too Much Rock
    "Too Much Rock" is a song featured on the album "Drinkin' Songs and Other Logic," likely reflecting its country-infused themes of barroom life and hard-living storytelling.
  • D. Gotta Man
    "Gotta Man" is a hip hop song produced by Kasseem "Swizz Beatz" Dean, known for its energetic beat and signature late-1990s East Coast rap sound.
  • 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 Many Man
Triple: [Skepta, notableSingle, Too Many Man]
Generated description
"Too Many Man" is a 2009 grime track by British rapper Skepta and other Boy Better Know members, known for its commentary on male-dominated club scenes and its popularity in UK underground music culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Too Many Man
Target entity description: "Too Many Man" is a 2009 grime track by British rapper Skepta and other Boy Better Know members, known for its commentary on male-dominated club scenes and its popularity in UK underground music culture.
  • A. Too Many People
    "Too Many People" is a song by Paul McCartney from his 1971 album *Ram*, noted for its sharp, veiled criticisms of John Lennon.
  • B. Only One Man
    Only One Man is a studio album by English classical crossover tenor Russell Watson, showcasing his blend of operatic and popular vocal styles.
  • C. Too Much Rock
    "Too Much Rock" is a song featured on the album "Drinkin' Songs and Other Logic," likely reflecting its country-infused themes of barroom life and hard-living storytelling.
  • D. Gotta Man
    "Gotta Man" is a hip hop song produced by Kasseem "Swizz Beatz" Dean, known for its energetic beat and signature late-1990s East Coast rap sound.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ccadc3c81908fe68adc3fdcc851 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ac1b5148190838b782848e3fa36 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60bde9b0c81908df8207a8b6530af completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60c97a7e08190b782b3aa6d60d770 completed May 2, 2026, 2:39 p.m.
Created at: April 8, 2026, 9:52 p.m.