Triple

T6578460
Position Surface form Disambiguated ID Type / Status
Subject Betty Talmadge E157230 entity
Predicate familyName P18 FINISHED
Object Talmadge
Talmadge is an American surname notably associated with several political and public figures, including members of the Talmadge family in Georgia.
E603886 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: Talmadge | Statement: [Betty Talmadge, familyName, Talmadge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talmadge
Context triple: [Betty Talmadge, familyName, Talmadge]
  • A. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • B. Eugene Talmadge
    Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
  • C. Asa Tift
    Asa Tift was a 19th-century Key West salvager and businessman whose former residence later became the Ernest Hemingway Home and Museum.
  • D. Herman Talmadge
    Herman Talmadge was a prominent mid-20th-century Georgia politician who served as both governor and U.S. senator, known for his staunch segregationist views and influential role in Southern politics.
  • E. Robert Toombs
    Robert Toombs was an American politician from Georgia who became a prominent leader of the Confederacy, serving as its first Secretary of State and later as a Confederate general during the Civil War.
  • 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: Talmadge
Triple: [Betty Talmadge, familyName, Talmadge]
Generated description
Talmadge is an American surname notably associated with several political and public figures, including members of the Talmadge family in Georgia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talmadge
Target entity description: Talmadge is an American surname notably associated with several political and public figures, including members of the Talmadge family in Georgia.
  • A. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • B. Eugene Talmadge
    Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
  • C. Asa Tift
    Asa Tift was a 19th-century Key West salvager and businessman whose former residence later became the Ernest Hemingway Home and Museum.
  • D. Herman Talmadge
    Herman Talmadge was a prominent mid-20th-century Georgia politician who served as both governor and U.S. senator, known for his staunch segregationist views and influential role in Southern politics.
  • E. Robert Toombs
    Robert Toombs was an American politician from Georgia who became a prominent leader of the Confederacy, serving as its first Secretary of State and later as a Confederate general during the Civil War.
  • 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_69c6882b3a108190b3a9eb343ae4162c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae8dad608190b4708368a7af6e5d completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d56fe8f08190ad30773f29b207c5 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d828620081909c1b4dfaa96efd62 completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8a3d194819080f33e179a8a8679 completed March 27, 2026, 7:21 p.m.
Created at: March 27, 2026, 1:54 p.m.