Triple

T12992714
Position Surface form Disambiguated ID Type / Status
Subject Georgia's U.S. House delegation E321954 entity
Predicate hasMember P10 FINISHED
Object Nikema Williams
Nikema Williams is an American politician and Democratic U.S. Representative from Georgia, known for her advocacy on voting rights and social justice issues.
 E1013021 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: Nikema Williams | Statement: [Georgia's U.S. House delegation, hasMember, Nikema Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nikema Williams
Context triple: [Georgia's U.S. House delegation, hasMember, Nikema Williams]
  • A. Padma Newsome
    Padma Newsome is an Australian composer, arranger, and multi-instrumentalist known for his work with the indie rock band The National and the chamber ensemble Clogs.
  • B. Terri Sewell
    Terri Sewell is a Democratic U.S. Representative from Alabama and the first Black woman elected to Congress from the state.
  • C. Cori Bush
    Cori Bush is a progressive Democratic U.S. Representative from Missouri and former nurse and activist known for her work on racial justice, police reform, and economic inequality.
  • D. Kia Corthron
    Kia Corthron is an American playwright, television writer, and novelist known for her socially conscious, politically engaged works addressing issues such as race, justice, and economic inequality.
  • E. Jacqui Frazier-Lyde
    Jacqui Frazier-Lyde is an American former professional boxer and attorney, best known as the daughter of heavyweight legend Joe Frazier and for her high-profile bout against Laila Ali.
  • 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: Nikema Williams
Triple: [Georgia's U.S. House delegation, hasMember, Nikema Williams]
Generated description
Nikema Williams is an American politician and Democratic U.S. Representative from Georgia, known for her advocacy on voting rights and social justice issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nikema Williams
Target entity description: Nikema Williams is an American politician and Democratic U.S. Representative from Georgia, known for her advocacy on voting rights and social justice issues.
  • A. Padma Newsome
    Padma Newsome is an Australian composer, arranger, and multi-instrumentalist known for his work with the indie rock band The National and the chamber ensemble Clogs.
  • B. Terri Sewell
    Terri Sewell is a Democratic U.S. Representative from Alabama and the first Black woman elected to Congress from the state.
  • C. Cori Bush
    Cori Bush is a progressive Democratic U.S. Representative from Missouri and former nurse and activist known for her work on racial justice, police reform, and economic inequality.
  • D. Kia Corthron
    Kia Corthron is an American playwright, television writer, and novelist known for her socially conscious, politically engaged works addressing issues such as race, justice, and economic inequality.
  • E. Jacqui Frazier-Lyde
    Jacqui Frazier-Lyde is an American former professional boxer and attorney, best known as the daughter of heavyweight legend Joe Frazier and for her high-profile bout against Laila Ali.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7765788190a9503ef055bc30ca completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8fd5f44819087df1163b8f703ec completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9dcd5cc8190bff5bd153c007866 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb2602848190b9588134c71d0ef4 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:44 p.m.