Triple

T10836983
Position Surface form Disambiguated ID Type / Status
Subject Torrei Hart E255783 entity
Predicate participatedIn P149 FINISHED
Object Atlanta Exes (VH1 reality series)
Atlanta Exes is a VH1 reality television series that follows the lives of the ex-wives and former partners of famous Atlanta-based celebrities as they navigate relationships, careers, and personal growth.
 E889274 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: Atlanta Exes (VH1 reality series) | Statement: [Torrei Hart, participatedIn, Atlanta Exes (VH1 reality series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atlanta Exes (VH1 reality series)
Context triple: [Torrei Hart, participatedIn, Atlanta Exes (VH1 reality series)]
  • A. The Real Housewives of Atlanta
    The Real Housewives of Atlanta is a reality television series that follows the personal and professional lives of affluent women in Atlanta, Georgia, and is one of the most popular installments in the Real Housewives franchise.
  • B. Atlanta (TV series)
    Atlanta is a critically acclaimed American comedy-drama television series created by and starring Donald Glover, following two cousins navigating the Atlanta rap scene and the surreal realities of fame, race, and class.
  • C. Basketball Wives
    Basketball Wives is a reality television series that follows the personal and professional lives of women who are or have been romantically linked to professional basketball players.
  • D. Melrose Place
    Melrose Place is an American primetime soap opera that follows the intertwined personal and professional lives of a group of young adults living in a Los Angeles apartment complex.
  • E. The Real World
    The Real World is a pioneering reality television series that follows the lives and conflicts of a group of young adults living together in a shared house.
  • 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: Atlanta Exes (VH1 reality series)
Triple: [Torrei Hart, participatedIn, Atlanta Exes (VH1 reality series)]
Generated description
Atlanta Exes is a VH1 reality television series that follows the lives of the ex-wives and former partners of famous Atlanta-based celebrities as they navigate relationships, careers, and personal growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Atlanta Exes (VH1 reality series)
Target entity description: Atlanta Exes is a VH1 reality television series that follows the lives of the ex-wives and former partners of famous Atlanta-based celebrities as they navigate relationships, careers, and personal growth.
  • A. The Real Housewives of Atlanta
    The Real Housewives of Atlanta is a reality television series that follows the personal and professional lives of affluent women in Atlanta, Georgia, and is one of the most popular installments in the Real Housewives franchise.
  • B. Atlanta (TV series)
    Atlanta is a critically acclaimed American comedy-drama television series created by and starring Donald Glover, following two cousins navigating the Atlanta rap scene and the surreal realities of fame, race, and class.
  • C. Basketball Wives
    Basketball Wives is a reality television series that follows the personal and professional lives of women who are or have been romantically linked to professional basketball players.
  • D. Melrose Place
    Melrose Place is an American primetime soap opera that follows the intertwined personal and professional lives of a group of young adults living in a Los Angeles apartment complex.
  • E. The Real World
    The Real World is a pioneering reality television series that follows the lives and conflicts of a group of young adults living together in a shared house.
  • 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d746ff70148190b844ab92d796af6c completed April 9, 2026, 6:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb12aae648190aa7c93cee60ae3ea completed April 14, 2026, 9:27 p.m.
NEDg Description generation batch_69dec2534728819095b3693120772da9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec79b1b548190a74312284f98551c completed April 14, 2026, 11:02 p.m.
Created at: April 8, 2026, 9:19 p.m.