Triple

T16729347
Position Surface form Disambiguated ID Type / Status
Subject Harder Than Ever E406546 entity
Predicate hasGuestAppearance P4920 FINISHED
Object Starlito
Starlito is an American rapper from Nashville, Tennessee, known for his introspective lyrics, prolific mixtape output, and influential role in Southern hip-hop.
 E1231167 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: Starlito | Statement: [Harder Than Ever, hasGuestAppearance, Starlito]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Starlito
Context triple: [Harder Than Ever, hasGuestAppearance, Starlito]
  • A. Sol Star
    Sol Star is a historical figure of the American Old West, best known as a Jewish merchant and politician in Deadwood, South Dakota, who was notably depicted in the HBO series "Deadwood."
  • B. Paulie Litt
    Paulie Litt is an American actor best known for his role as Spritle Racer in the live-action film adaptation of "Speed Racer" (2008).
  • C. Sandrich
    Sandrich is a surname most notably associated with American film director Mark Sandrich, known for his classic Hollywood musicals.
  • D. D'Mile
    D'Mile is a Grammy-winning American record producer and songwriter known for his work with artists like H.E.R., Silk Sonic, and Lucky Daye.
  • E. Sosa Keef
    Sosa Keef is the nickname of Chief Keef, an influential Chicago drill rapper known for pioneering the genre’s mainstream rise in the early 2010s.
  • 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: Starlito
Triple: [Harder Than Ever, hasGuestAppearance, Starlito]
Generated description
Starlito is an American rapper from Nashville, Tennessee, known for his introspective lyrics, prolific mixtape output, and influential role in Southern hip-hop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Starlito
Target entity description: Starlito is an American rapper from Nashville, Tennessee, known for his introspective lyrics, prolific mixtape output, and influential role in Southern hip-hop.
  • A. Sol Star
    Sol Star is a historical figure of the American Old West, best known as a Jewish merchant and politician in Deadwood, South Dakota, who was notably depicted in the HBO series "Deadwood."
  • B. Paulie Litt
    Paulie Litt is an American actor best known for his role as Spritle Racer in the live-action film adaptation of "Speed Racer" (2008).
  • C. Sandrich
    Sandrich is a surname most notably associated with American film director Mark Sandrich, known for his classic Hollywood musicals.
  • D. D'Mile
    D'Mile is a Grammy-winning American record producer and songwriter known for his work with artists like H.E.R., Silk Sonic, and Lucky Daye.
  • E. Sosa Keef
    Sosa Keef is the nickname of Chief Keef, an influential Chicago drill rapper known for pioneering the genre’s mainstream rise in the early 2010s.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3874ad5b481908199e4d99ac4225e completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d483a8c8190b127f32dcc21be5a completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a00a12d77d8819087948d870e952ebb completed May 10, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_6a00a1adb95c8190b0db1ef2dc0b7f13 completed May 10, 2026, 3:18 p.m.
Created at: April 10, 2026, 5:20 a.m.