Triple

T2404644
Position Surface form Disambiguated ID Type / Status
Subject Assata Shakur E50247 entity
Predicate birthName P65 FINISHED
Object JoAnne Deborah Byron
JoAnne Deborah Byron is the birth name of Assata Shakur, a former Black Liberation Army member and prominent figure in Black radical activism who was convicted of murder and later granted political asylum in Cuba.
E262944 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: JoAnne Deborah Byron | Statement: [Assata Shakur, birthName, JoAnne Deborah Byron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: JoAnne Deborah Byron
Context triple: [Assata Shakur, birthName, JoAnne Deborah Byron]
  • A. Joanne Schieble
    Joanne Schieble is an American woman best known as the biological mother of Apple co-founder Steve Jobs.
  • B. Janet Jones
    Janet Jones is an American actress and former model best known for her film and television roles in the 1980s and 1990s and for being married to hockey legend Wayne Gretzky.
  • C. Sandy Brondello
    Sandy Brondello is an Australian former WNBA guard and veteran professional basketball coach known for her successful stints leading teams in both the WNBA and international competition.
  • D. Pat Harrison
    Pat Harrison was an influential Democratic U.S. Senator from Mississippi who became a powerful figure in tax and finance legislation during the New Deal era.
  • E. Janet Shearon
    Janet Shearon was the first wife of astronaut Neil Armstrong, with whom she shared much of his early aviation and NASA career before their divorce.
  • 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: JoAnne Deborah Byron
Triple: [Assata Shakur, birthName, JoAnne Deborah Byron]
Generated description
JoAnne Deborah Byron is the birth name of Assata Shakur, a former Black Liberation Army member and prominent figure in Black radical activism who was convicted of murder and later granted political asylum in Cuba.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: JoAnne Deborah Byron
Target entity description: JoAnne Deborah Byron is the birth name of Assata Shakur, a former Black Liberation Army member and prominent figure in Black radical activism who was convicted of murder and later granted political asylum in Cuba.
  • A. Joanne Schieble
    Joanne Schieble is an American woman best known as the biological mother of Apple co-founder Steve Jobs.
  • B. Janet Jones
    Janet Jones is an American actress and former model best known for her film and television roles in the 1980s and 1990s and for being married to hockey legend Wayne Gretzky.
  • C. Sandy Brondello
    Sandy Brondello is an Australian former WNBA guard and veteran professional basketball coach known for her successful stints leading teams in both the WNBA and international competition.
  • D. Pat Harrison
    Pat Harrison was an influential Democratic U.S. Senator from Mississippi who became a powerful figure in tax and finance legislation during the New Deal era.
  • E. Janet Shearon
    Janet Shearon was the first wife of astronaut Neil Armstrong, with whom she shared much of his early aviation and NASA career before their divorce.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8fa151081909bc6be528b29b315 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3e740c88190872aa1a7834d73b0 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb4b942b08190addc2885fbda0e41 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb557247c8190920ce3a5db388800 completed March 9, 2026, 11:56 a.m.
Created at: March 4, 2026, 7:58 p.m.