Triple

T5131193
Position Surface form Disambiguated ID Type / Status
Subject Toni Braxton E115702 entity
Predicate televisionShow P3279 FINISHED
Object Braxton Family Values
Braxton Family Values is an American reality television series that follows singer Toni Braxton and her sisters as they navigate family dynamics, personal lives, and careers.
 E496238 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: Braxton Family Values | Statement: [Toni Braxton, televisionShow, Braxton Family Values]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Braxton Family Values
Context triple: [Toni Braxton, televisionShow, Braxton Family Values]
  • A. Big Love
    Big Love is an HBO television drama series that explores the complex lives of a modern-day polygamist family in suburban Utah.
  • B. Big Love
    "Big Love" is a song by the Black Eyed Peas featured on their concept album *Masters of the Sun Vol. 1*.
  • C. Family of One
    Family of One is a song featured on Sheena Easton’s 1981 pop album "You Could Have Been with Me."
  • D. Duck Dynasty
    Duck Dynasty is an American reality television series that follows the lives and business of the Robertson family, owners of the Duck Commander duck-call company in Louisiana.
  • E. Teen Mom 3
    Teen Mom 3 is an American reality television series on MTV that follows the lives of several young mothers as they navigate the challenges of early parenthood.
  • 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: Braxton Family Values
Triple: [Toni Braxton, televisionShow, Braxton Family Values]
Generated description
Braxton Family Values is an American reality television series that follows singer Toni Braxton and her sisters as they navigate family dynamics, personal lives, and careers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Braxton Family Values
Target entity description: Braxton Family Values is an American reality television series that follows singer Toni Braxton and her sisters as they navigate family dynamics, personal lives, and careers.
  • A. Big Love
    Big Love is an HBO television drama series that explores the complex lives of a modern-day polygamist family in suburban Utah.
  • B. Big Love
    "Big Love" is a song by the Black Eyed Peas featured on their concept album *Masters of the Sun Vol. 1*.
  • C. Family of One
    Family of One is a song featured on Sheena Easton’s 1981 pop album "You Could Have Been with Me."
  • D. Duck Dynasty
    Duck Dynasty is an American reality television series that follows the lives and business of the Robertson family, owners of the Duck Commander duck-call company in Louisiana.
  • E. Teen Mom 3
    Teen Mom 3 is an American reality television series on MTV that follows the lives of several young mothers as they navigate the challenges of early parenthood.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd782904788190b544540483915c0e completed March 20, 2026, 4:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4c626a48190b2fd81b88b5a59cc completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec6728eac81908b795a7ce55f40b2 completed March 21, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69bec7895aac81908dd6388c05abb75e completed March 21, 2026, 4:30 p.m.
Created at: March 20, 2026, 1:42 p.m.