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.