Triple

T22247302
Position Surface form Disambiguated ID Type / Status
Subject Naughty by Nature E549877 entity
Predicate associatedAct P37 FINISHED
Object Zhane
Zhane was a 1990s American R&B duo best known for their smooth, soulful hits like "Hey Mr. D.J." and "Groove Thang."
 E1526852 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: Zhane | Statement: [Naughty by Nature, associatedAct, Zhane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zhane
Context triple: [Naughty by Nature, associatedAct, Zhane]
  • A. Zayne
    Zayne is a given name, often used as a modern variant of Zane, associated with contemporary and stylish connotations.
  • B. Thane Kyrell
    Thane Kyrell is a TIE fighter pilot-turned-Rebel from the Star Wars universe, known for his complex relationship with childhood friend Ciena Ree and his disillusionment with the Galactic Empire.
  • C. Jamael
    Jamael is the given first name of former NFL cornerback Ronde Barber, a longtime standout for the Tampa Bay Buccaneers.
  • D. Jahziel
    Jahziel is a masculine given name of Hebrew origin, often considered a variant of Jahzeel and associated with biblical usage.
  • E. Lehae
    Lehae is a residential suburb located in the southern part of Johannesburg, South Africa.
  • 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: Zhane
Triple: [Naughty by Nature, associatedAct, Zhane]
Generated description
Zhane was a 1990s American R&B duo best known for their smooth, soulful hits like "Hey Mr. D.J." and "Groove Thang."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zhane
Target entity description: Zhane was a 1990s American R&B duo best known for their smooth, soulful hits like "Hey Mr. D.J." and "Groove Thang."
  • A. Zayne
    Zayne is a given name, often used as a modern variant of Zane, associated with contemporary and stylish connotations.
  • B. Thane Kyrell
    Thane Kyrell is a TIE fighter pilot-turned-Rebel from the Star Wars universe, known for his complex relationship with childhood friend Ciena Ree and his disillusionment with the Galactic Empire.
  • C. Jamael
    Jamael is the given first name of former NFL cornerback Ronde Barber, a longtime standout for the Tampa Bay Buccaneers.
  • D. Jahziel
    Jahziel is a masculine given name of Hebrew origin, often considered a variant of Jahzeel and associated with biblical usage.
  • E. Lehae
    Lehae is a residential suburb located in the southern part of Johannesburg, South Africa.
  • 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.