Triple

T11638464
Position Surface form Disambiguated ID Type / Status
Subject Constance Talmadge E276588 entity
Predicate father P120 FINISHED
Object Fred Talmadge
Fred Talmadge was the father of silent film star Constance Talmadge and part of the family behind several prominent actresses of early American cinema.
E940077 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: Fred Talmadge | Statement: [Constance Talmadge, father, Fred Talmadge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Talmadge
Context triple: [Constance Talmadge, father, Fred Talmadge]
  • A. 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.
  • B. 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.
  • C. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • D. 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.
  • E. Mattie Thurmond Peterson Talmadge
    Mattie Thurmond Peterson Talmadge was the wife of influential Georgia politician and governor Eugene Talmadge and a member of a prominent Southern political family.
  • 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: Fred Talmadge
Triple: [Constance Talmadge, father, Fred Talmadge]
Generated description
Fred Talmadge was the father of silent film star Constance Talmadge and part of the family behind several prominent actresses of early American cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Talmadge
Target entity description: Fred Talmadge was the father of silent film star Constance Talmadge and part of the family behind several prominent actresses of early American cinema.
  • A. 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.
  • B. 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.
  • C. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • D. 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.
  • E. Mattie Thurmond Peterson Talmadge
    Mattie Thurmond Peterson Talmadge was the wife of influential Georgia politician and governor Eugene Talmadge and a member of a prominent Southern political family.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a25e90c08190b7fb73939a2be3d7 completed April 10, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef137087248190bb6c196bc94eb0f6 completed April 27, 2026, 7:42 a.m.
NEDg Description generation batch_69ef354b3b3c8190b1c91dbf9c705a7d completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef5170ce9881908f2ecf3d5ada809a completed April 27, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:39 p.m.