Triple

T15822143
Position Surface form Disambiguated ID Type / Status
Subject Goodies E383638 entity
Predicate includesSong P7178 FINISHED
Object Thug Style
"Thug Style" is a track by American singer Ciara from her debut studio album "Goodies," blending R&B with hip hop-influenced themes and production.
 E1178611 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: Thug Style | Statement: [Goodies, includesSong, Thug Style]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thug Style
Context triple: [Goodies, includesSong, Thug Style]
  • A. Thuggin'
    "Thuggin'" is a track by Freddie Gibbs and Madlib from their critically acclaimed collaborative album *Piñata*.
  • B. Mo Thugs
    Mo Thugs is a hip hop collective and record label founded by members of Bone Thugs-n-Harmony, featuring various affiliated artists from their musical circle.
  • C. We Thugs
    "We Thugs" is a track by American R&B singer Jaheim from his debut album "Ghetto Love" (also associated with the reissued version titled "Gangster and a Gentleman").
  • D. Thug Lovin'
    "Thug Lovin'" is an R&B/hip-hop single by Ja Rule featuring Bobby Brown, known for its blend of rap verses and soulful hooks.
  • E. Notorious Thugs
    "Notorious Thugs" is a standout collaboration between The Notorious B.I.G. and Bone Thugs-N-Harmony, known for its rapid-fire flows and fusion of East Coast and Midwest rap styles.
  • 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: Thug Style
Triple: [Goodies, includesSong, Thug Style]
Generated description
"Thug Style" is a track by American singer Ciara from her debut studio album "Goodies," blending R&B with hip hop-influenced themes and production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thug Style
Target entity description: "Thug Style" is a track by American singer Ciara from her debut studio album "Goodies," blending R&B with hip hop-influenced themes and production.
  • A. Thuggin'
    "Thuggin'" is a track by Freddie Gibbs and Madlib from their critically acclaimed collaborative album *Piñata*.
  • B. Mo Thugs
    Mo Thugs is a hip hop collective and record label founded by members of Bone Thugs-n-Harmony, featuring various affiliated artists from their musical circle.
  • C. We Thugs
    "We Thugs" is a track by American R&B singer Jaheim from his debut album "Ghetto Love" (also associated with the reissued version titled "Gangster and a Gentleman").
  • D. Thug Lovin'
    "Thug Lovin'" is an R&B/hip-hop single by Ja Rule featuring Bobby Brown, known for its blend of rap verses and soulful hooks.
  • E. Notorious Thugs
    "Notorious Thugs" is a standout collaboration between The Notorious B.I.G. and Bone Thugs-N-Harmony, known for its rapid-fire flows and fusion of East Coast and Midwest rap styles.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a887d881908f74a1fcba390727 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff99999c2c8190b1838aed40e12061 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9aa845348190907116612d2c87cd completed May 9, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b8833b88190967db29027b5f987 completed May 9, 2026, 8:39 p.m.
Created at: April 10, 2026, 4:49 a.m.