Triple

T22247293
Position Surface form Disambiguated ID Type / Status
Subject Naughty by Nature E549877 entity
Predicate album P1995 FINISHED
Object 19 Naughty III
19 Naughty III is a 1993 hip hop album by Naughty by Nature that features their hit single "Hip Hop Hooray" and helped solidify the group's mainstream success.
E1526847 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: 19 Naughty III | Statement: [Naughty by Nature, album, 19 Naughty III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 19 Naughty III
Context triple: [Naughty by Nature, album, 19 Naughty III]
  • A. Naughty
    "Naughty" is a 1980 R&B and funk studio album by American singer Chaka Khan, known for its soulful vocals and polished production.
  • B. Naughty
    "Naughty" is a popular, character-defining solo number sung by Matilda in the stage musical *Matilda the Musical*, expressing her clever rebellion against unfair adults.
  • C. The Naughty Nineties
    The Naughty Nineties is a 1945 Abbott and Costello comedy film set aboard a showboat, best known for featuring their classic "Who's on First?" routine.
  • D. The Naughty Room
    The Naughty Room is an independent film written, directed by, and starring British-American musician and filmmaker Cosmo Jarvis, known for its darkly comic and offbeat storytelling.
  • E. The Naughty Flirt
    The Naughty Flirt is a 1931 American pre-Code romantic comedy film known for its lighthearted portrayal of Jazz Age high society and early-career performances by actors like Alice White.
  • 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: 19 Naughty III
Triple: [Naughty by Nature, album, 19 Naughty III]
Generated description
19 Naughty III is a 1993 hip hop album by Naughty by Nature that features their hit single "Hip Hop Hooray" and helped solidify the group's mainstream success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 19 Naughty III
Target entity description: 19 Naughty III is a 1993 hip hop album by Naughty by Nature that features their hit single "Hip Hop Hooray" and helped solidify the group's mainstream success.
  • A. Naughty
    "Naughty" is a 1980 R&B and funk studio album by American singer Chaka Khan, known for its soulful vocals and polished production.
  • B. Naughty
    "Naughty" is a popular, character-defining solo number sung by Matilda in the stage musical *Matilda the Musical*, expressing her clever rebellion against unfair adults.
  • C. The Naughty Nineties
    The Naughty Nineties is a 1945 Abbott and Costello comedy film set aboard a showboat, best known for featuring their classic "Who's on First?" routine.
  • D. The Naughty Room
    The Naughty Room is an independent film written, directed by, and starring British-American musician and filmmaker Cosmo Jarvis, known for its darkly comic and offbeat storytelling.
  • E. The Naughty Flirt
    The Naughty Flirt is a 1931 American pre-Code romantic comedy film known for its lighthearted portrayal of Jazz Age high society and early-career performances by actors like Alice White.
  • 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_69e11e41d9408190bd770cf282e22753 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f13218d1f88190b64b7f301328fa98 completed April 28, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab65e6d088190b8ed638d8c57a243 completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab762ba7c8190a3a66c282de66392 completed May 18, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7dc8dc08190a65c0a454f018b41 completed May 18, 2026, 6:55 a.m.
Created at: April 16, 2026, 8:38 p.m.