Triple

T20966435
Position Surface form Disambiguated ID Type / Status
Subject Ben T. Epps E516377 entity
Predicate child P120 FINISHED
Object Zelda Epps
Zelda Epps is known as a child of early American aviator and aircraft designer Ben T. Epps.
E1459295 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: Zelda Epps | Statement: [Ben T. Epps, child, Zelda Epps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zelda Epps
Context triple: [Ben T. Epps, child, Zelda Epps]
  • A. Heaven Epps
    Heaven Epps is the daughter of American rapper and television personality 2 Chainz.
  • B. Mary Brodbar
    Mary Brodbar was the second wife of architect William Wesley Peters, a close associate and son-in-law of Frank Lloyd Wright.
  • C. Nessa Jenkins
    Nessa Jenkins is a deadpan, no-nonsense Welsh character from the British sitcom "Gavin & Stacey," known for her eccentric stories and iconic catchphrases.
  • D. Shara Nelson
    Shara Nelson is a British singer and songwriter best known for her soulful vocals on early Massive Attack tracks, including the hit "Unfinished Sympathy."
  • E. Sarah Brasfield
    Sarah Brasfield is known as the stepchild of American politician and former Nevada governor Jack Carter.
  • 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: Zelda Epps
Triple: [Ben T. Epps, child, Zelda Epps]
Generated description
Zelda Epps is known as a child of early American aviator and aircraft designer Ben T. Epps.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zelda Epps
Target entity description: Zelda Epps is known as a child of early American aviator and aircraft designer Ben T. Epps.
  • A. Heaven Epps
    Heaven Epps is the daughter of American rapper and television personality 2 Chainz.
  • B. Mary Brodbar
    Mary Brodbar was the second wife of architect William Wesley Peters, a close associate and son-in-law of Frank Lloyd Wright.
  • C. Nessa Jenkins
    Nessa Jenkins is a deadpan, no-nonsense Welsh character from the British sitcom "Gavin & Stacey," known for her eccentric stories and iconic catchphrases.
  • D. Shara Nelson
    Shara Nelson is a British singer and songwriter best known for her soulful vocals on early Massive Attack tracks, including the hit "Unfinished Sympathy."
  • E. Sarah Brasfield
    Sarah Brasfield is known as the stepchild of American politician and former Nevada governor Jack Carter.
  • 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_69e0b4fde6c48190af1398e7e734629e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fb74206c819099f9c67eaca45ec1 completed April 21, 2026, 4:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09279ce78c8190be70cc957da851e6 completed May 17, 2026, 2:27 a.m.
NEDg Description generation batch_6a0928e11bc481909b4350770db28671 completed May 17, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0929e0fb308190a224fe9dceb74a1c completed May 17, 2026, 2:37 a.m.
Created at: April 16, 2026, 1:33 p.m.