Triple

T16765601
Position Surface form Disambiguated ID Type / Status
Subject Aquemini E407454 entity
Predicate studio P6107 FINISHED
Object DARP Studios, Atlanta
DARP Studios in Atlanta is a renowned recording facility known for hosting influential hip-hop and R&B artists, including work on OutKast’s landmark album *Aquemini*.
 E1231614 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: DARP Studios, Atlanta | Statement: [Aquemini, studio, DARP Studios, Atlanta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DARP Studios, Atlanta
Context triple: [Aquemini, studio, DARP Studios, Atlanta]
  • A. Pinewood Atlanta Studios (former name of Trilith Studios)
    Pinewood Atlanta Studios, now known as Trilith Studios, is a major film and television production complex in Georgia that has hosted numerous high-profile Hollywood productions.
  • B. Atlanta-Fulton County Recreation Authority
    The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
  • C. Georgia Film, Music & Digital Entertainment Office
    The Georgia Film, Music & Digital Entertainment Office is a state agency division that promotes and supports Georgia’s film, television, music, and digital media industries through incentives, location services, and industry development programs.
  • D. Apple Capital of Georgia
    Apple Capital of Georgia is a nickname highlighting Gilmer County’s prominence in apple growing and its reputation for apple-related agriculture and festivals in Georgia.
  • E. Candler-McAfee, Georgia
    Candler-McAfee, Georgia is a residential census-designated place in the eastern Atlanta metropolitan area known for its predominantly African American community and suburban character.
  • 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: DARP Studios, Atlanta
Triple: [Aquemini, studio, DARP Studios, Atlanta]
Generated description
DARP Studios in Atlanta is a renowned recording facility known for hosting influential hip-hop and R&B artists, including work on OutKast’s landmark album *Aquemini*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DARP Studios, Atlanta
Target entity description: DARP Studios in Atlanta is a renowned recording facility known for hosting influential hip-hop and R&B artists, including work on OutKast’s landmark album *Aquemini*.
  • A. Pinewood Atlanta Studios (former name of Trilith Studios)
    Pinewood Atlanta Studios, now known as Trilith Studios, is a major film and television production complex in Georgia that has hosted numerous high-profile Hollywood productions.
  • B. Atlanta-Fulton County Recreation Authority
    The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
  • C. Georgia Film, Music & Digital Entertainment Office
    The Georgia Film, Music & Digital Entertainment Office is a state agency division that promotes and supports Georgia’s film, television, music, and digital media industries through incentives, location services, and industry development programs.
  • D. Apple Capital of Georgia
    Apple Capital of Georgia is a nickname highlighting Gilmer County’s prominence in apple growing and its reputation for apple-related agriculture and festivals in Georgia.
  • E. Candler-McAfee, Georgia
    Candler-McAfee, Georgia is a residential census-designated place in the eastern Atlanta metropolitan area known for its predominantly African American community and suburban character.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3abf126408190bd0365eca150f745 completed April 18, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a52ff9d481909675c7e1f81191dc completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a5f02c388190b3f6fb26798f2393 completed May 10, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_6a00a68b92b48190865ddd477a8ba1c6 completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.