Triple

T3786267
Position Surface form Disambiguated ID Type / Status
Subject Abrams E85537 entity
Predicate hasNotableBearer P458 FINISHED
Object Stacey Abrams
Stacey Abrams is an American politician, voting rights activist, and author known for her leadership in expanding voter access and her influential role in Georgia and national Democratic politics.
E388247 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: Stacey Abrams | Statement: [Abrams, hasNotableBearer, Stacey Abrams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stacey Abrams
Context triple: [Abrams, hasNotableBearer, Stacey Abrams]
  • A. Cynthia McKinney
    Cynthia McKinney is an American politician and former Democratic congresswoman from Georgia who became the Green Party’s presidential nominee in 2008.
  • B. Janai Nelson
    Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
  • C. Marta Heflin
    Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
  • D. Carolyn Cheeks Kilpatrick
    Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
  • E. Anne Gust Brown
    Anne Gust Brown is an American business executive and lawyer best known as the wife of former California Governor Jerry Brown and for her influential role in his political and policy circles.
  • 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: Stacey Abrams
Triple: [Abrams, hasNotableBearer, Stacey Abrams]
Generated description
Stacey Abrams is an American politician, voting rights activist, and author known for her leadership in expanding voter access and her influential role in Georgia and national Democratic politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stacey Abrams
Target entity description: Stacey Abrams is an American politician, voting rights activist, and author known for her leadership in expanding voter access and her influential role in Georgia and national Democratic politics.
  • A. Cynthia McKinney
    Cynthia McKinney is an American politician and former Democratic congresswoman from Georgia who became the Green Party’s presidential nominee in 2008.
  • B. Janai Nelson
    Janai Nelson is a civil rights attorney and legal scholar who serves as the president and director-counsel of the NAACP Legal Defense and Educational Fund, one of the United States’ leading racial justice organizations.
  • C. Marta Heflin
    Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
  • D. Carolyn Cheeks Kilpatrick
    Carolyn Cheeks Kilpatrick is an American Democratic politician who served as a U.S. Representative from Michigan and was the first African American woman elected to Congress from the state.
  • E. Anne Gust Brown
    Anne Gust Brown is an American business executive and lawyer best known as the wife of former California Governor Jerry Brown and for her influential role in his political and policy circles.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee42d2bc88190ab85529fcd1aa20a completed March 9, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04ceea881909c3f0d1da9b538ae completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f1730bbc8190a2f5f70ebc5a528a completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f2538eac81908a6c85ddab4e2356 completed March 14, 2026, 5:29 a.m.
Created at: March 9, 2026, 3:13 p.m.