Triple

T20365138
Position Surface form Disambiguated ID Type / Status
Subject Penn Hills High School E496887 entity
Predicate hasAlumnus P51 FINISHED
Object Jeannette Epps
Jeannette Epps is a NASA astronaut and aerospace engineer known for her work in spaceflight and intelligence analysis.
E1426324 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: Jeannette Epps | Statement: [Penn Hills High School, hasAlumnus, Jeannette Epps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeannette Epps
Context triple: [Penn Hills High School, hasAlumnus, Jeannette Epps]
  • A. Marie Drinkard Epps
    Marie Drinkard Epps is a gospel singer best known as a member of the pioneering family group The Drinkard Singers, which helped shape modern gospel and soul music.
  • B. Fredricka G. Ross
    Fredricka G. Ross is a songwriter best known for co-writing the lyrics to Alicia Keys’ hit ballad “Empire State of Mind (Part II) Broken Down.”
  • C. Paulette Randall
    Paulette Randall is a British theatre director and producer renowned for her pioneering work in Black British theatre and for co-directing the opening ceremony of the London 2012 Paralympic Games.
  • D. Renée Higginbotham
    Renée Higginbotham is the birth name of Renée Dwyer, a character known as Bella Swan’s mother in Stephenie Meyer’s Twilight series.
  • E. Josephine Stovall
    Josephine Stovall was the wife of James V. Forrestal, the first United States Secretary of Defense.
  • 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: Jeannette Epps
Triple: [Penn Hills High School, hasAlumnus, Jeannette Epps]
Generated description
Jeannette Epps is a NASA astronaut and aerospace engineer known for her work in spaceflight and intelligence analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeannette Epps
Target entity description: Jeannette Epps is a NASA astronaut and aerospace engineer known for her work in spaceflight and intelligence analysis.
  • A. Marie Drinkard Epps
    Marie Drinkard Epps is a gospel singer best known as a member of the pioneering family group The Drinkard Singers, which helped shape modern gospel and soul music.
  • B. Fredricka G. Ross
    Fredricka G. Ross is a songwriter best known for co-writing the lyrics to Alicia Keys’ hit ballad “Empire State of Mind (Part II) Broken Down.”
  • C. Paulette Randall
    Paulette Randall is a British theatre director and producer renowned for her pioneering work in Black British theatre and for co-directing the opening ceremony of the London 2012 Paralympic Games.
  • D. Renée Higginbotham
    Renée Higginbotham is the birth name of Renée Dwyer, a character known as Bella Swan’s mother in Stephenie Meyer’s Twilight series.
  • E. Josephine Stovall
    Josephine Stovall was the wife of James V. Forrestal, the first United States Secretary of Defense.
  • 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67870f4448190ab63cbe03542de21 completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087089e0408190be8394376cdec110 completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a087129ce3c8190a67ac34ec697ad31 completed May 16, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0871e3573c81908216b5e508374081 completed May 16, 2026, 1:32 p.m.
Created at: April 16, 2026, 11:26 a.m.