Triple

T16007173
Position Surface form Disambiguated ID Type / Status
Subject Stacey Abrams E388247 entity
Predicate electionYear P376 FINISHED
Object 2018 Georgia gubernatorial election
The 2018 Georgia gubernatorial election was a high-profile and closely watched U.S. state governor’s race, widely noted for its razor-thin margin, intense national attention, and the historic candidacy of Democrat Stacey Abrams against Republican Brian Kemp.
E1190419 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: 2018 Georgia gubernatorial election | Statement: [Stacey Abrams, electionYear, 2018 Georgia gubernatorial election]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2018 Georgia gubernatorial election
Context triple: [Stacey Abrams, electionYear, 2018 Georgia gubernatorial election]
  • A. 2021 United States Senate special election in Georgia
    The 2021 United States Senate special election in Georgia was a high-profile runoff contest that helped determine control of the U.S. Senate and resulted in Democrat Raphael Warnock winning a seat previously held by a Republican.
  • B. 1946 Georgia gubernatorial election
    The 1946 Georgia gubernatorial election was a highly contentious state election whose disputed outcome triggered the infamous Three Governors Controversy over who was the legitimate governor of Georgia.
  • C. 1831 Georgia gubernatorial election
    The 1831 Georgia gubernatorial election was a 19th-century state contest in which Democrat Wilson Lumpkin won the governorship of Georgia.
  • D. 2018 Florida gubernatorial election
    The 2018 Florida gubernatorial election was a closely watched U.S. state election in which Republican Ron DeSantis narrowly defeated Democrat Andrew Gillum to become governor of Florida.
  • E. 1833 Georgia gubernatorial election
    The 1833 Georgia gubernatorial election was a 19th-century state contest in which Democrat Wilson Lumpkin secured another term as governor of Georgia.
  • 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: 2018 Georgia gubernatorial election
Triple: [Stacey Abrams, electionYear, 2018 Georgia gubernatorial election]
Generated description
The 2018 Georgia gubernatorial election was a high-profile and closely watched U.S. state governor’s race, widely noted for its razor-thin margin, intense national attention, and the historic candidacy of Democrat Stacey Abrams against Republican Brian Kemp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2018 Georgia gubernatorial election
Target entity description: The 2018 Georgia gubernatorial election was a high-profile and closely watched U.S. state governor’s race, widely noted for its razor-thin margin, intense national attention, and the historic candidacy of Democrat Stacey Abrams against Republican Brian Kemp.
  • A. 2021 United States Senate special election in Georgia
    The 2021 United States Senate special election in Georgia was a high-profile runoff contest that helped determine control of the U.S. Senate and resulted in Democrat Raphael Warnock winning a seat previously held by a Republican.
  • B. 1946 Georgia gubernatorial election
    The 1946 Georgia gubernatorial election was a highly contentious state election whose disputed outcome triggered the infamous Three Governors Controversy over who was the legitimate governor of Georgia.
  • C. 1831 Georgia gubernatorial election
    The 1831 Georgia gubernatorial election was a 19th-century state contest in which Democrat Wilson Lumpkin won the governorship of Georgia.
  • D. 2018 Florida gubernatorial election
    The 2018 Florida gubernatorial election was a closely watched U.S. state election in which Republican Ron DeSantis narrowly defeated Democrat Andrew Gillum to become governor of Florida.
  • E. 1833 Georgia gubernatorial election
    The 1833 Georgia gubernatorial election was a 19th-century state contest in which Democrat Wilson Lumpkin secured another term as governor of Georgia.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15800246c8190a298c5f96478c396 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf20c5348190b42c2e01e8ef5ea8 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfcb9c448190bac3060eef239382 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd94cf4fc81909eee76f74e79b3d1 completed May 10, 2026, 1:03 a.m.
Created at: April 10, 2026, 4:55 a.m.