Triple

T1360144
Position Surface form Disambiguated ID Type / Status
Subject Herman Talmadge E29079 entity
Predicate father P120 FINISHED
Object 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.
E168448 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: Eugene Talmadge | Statement: [Herman Talmadge, father, Eugene Talmadge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eugene Talmadge
Context triple: [Herman Talmadge, father, Eugene Talmadge]
  • A. 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.
  • B. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • C. Walter F. George
    Walter F. George was a long-serving Democratic U.S. Senator from Georgia known for his influential roles in foreign policy and finance during the mid-20th century.
  • D. Henry J. Toombs
    Henry J. Toombs was an American architect known for designing projects associated with Franklin D. Roosevelt, including the Franklin D. Roosevelt Presidential Library and Museum.
  • E. Nelson H. Barbour
    Nelson H. Barbour was a 19th-century American Adventist preacher and writer whose prophetic teachings and publications significantly shaped early Bible Student theology and chronology.
  • 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: Eugene Talmadge
Triple: [Herman Talmadge, father, Eugene Talmadge]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eugene Talmadge
Target entity description: 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.
  • A. 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.
  • B. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • C. Walter F. George
    Walter F. George was a long-serving Democratic U.S. Senator from Georgia known for his influential roles in foreign policy and finance during the mid-20th century.
  • D. Henry J. Toombs
    Henry J. Toombs was an American architect known for designing projects associated with Franklin D. Roosevelt, including the Franklin D. Roosevelt Presidential Library and Museum.
  • E. Nelson H. Barbour
    Nelson H. Barbour was a 19th-century American Adventist preacher and writer whose prophetic teachings and publications significantly shaped early Bible Student theology and chronology.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2b156b081909c99ada70a969fc0 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1596d1c8819081e65469302873ba completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad160dd8ec8190a3c1cab5158c3e74 completed March 8, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad1672eea08190a37c99aedf012fd5 completed March 8, 2026, 6:25 a.m.
Created at: March 1, 2026, 7:56 p.m.