Triple

T5505114
Position Surface form Disambiguated ID Type / Status
Subject Theodore G. Bilbo E144418 entity
Predicate predecessor P97 FINISHED
Object Hubert D. Stephens
Hubert D. Stephens was a Democratic politician who served as a U.S. Senator from Mississippi in the early 20th century.
 E539004 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: Hubert D. Stephens | Statement: [Theodore G. Bilbo, predecessor, Hubert D. Stephens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hubert D. Stephens
Context triple: [Theodore G. Bilbo, predecessor, Hubert D. Stephens]
  • A. Cyrus K. Holliday
    Cyrus K. Holliday was a 19th-century American railroad executive, politician, and co-founder of both the Atchison, Topeka and Santa Fe Railway and the city of Topeka, Kansas.
  • B. Charles Alden Black
    Charles Alden Black was an American naval officer and business executive best known as the second husband of former child star Shirley Temple.
  • C. Milton Ebbins
    Milton Ebbins was an American talent agent and film producer best known for his long professional association with actor James Garner.
  • D. Jesse E. Moorland
    Jesse E. Moorland was an African American minister, educator, and philanthropist whose extensive collection of books and documents on Black history helped form the foundation of Howard University’s Moorland–Spingarn Research Center.
  • E. John F. Burnett
    John F. Burnett is an editor known for his work on the book "The Way We Were."
  • 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: Hubert D. Stephens
Triple: [Theodore G. Bilbo, predecessor, Hubert D. Stephens]
Generated description
Hubert D. Stephens was a Democratic politician who served as a U.S. Senator from Mississippi in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hubert D. Stephens
Target entity description: Hubert D. Stephens was a Democratic politician who served as a U.S. Senator from Mississippi in the early 20th century.
  • A. Cyrus K. Holliday
    Cyrus K. Holliday was a 19th-century American railroad executive, politician, and co-founder of both the Atchison, Topeka and Santa Fe Railway and the city of Topeka, Kansas.
  • B. Charles Alden Black
    Charles Alden Black was an American naval officer and business executive best known as the second husband of former child star Shirley Temple.
  • C. Milton Ebbins
    Milton Ebbins was an American talent agent and film producer best known for his long professional association with actor James Garner.
  • D. Jesse E. Moorland
    Jesse E. Moorland was an African American minister, educator, and philanthropist whose extensive collection of books and documents on Black history helped form the foundation of Howard University’s Moorland–Spingarn Research Center.
  • E. John F. Burnett
    John F. Burnett is an editor known for his work on the book "The Way We Were."
  • 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_69c008f6b5048190a09064116062cf69 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f0e91d08190a4db907030955bb3 completed March 22, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059c9a99881909863a0d1b061df72 completed March 22, 2026, 9:06 p.m.
NEDg Description generation batch_69c05b7b57d481909f830a6cf7f59c3e completed March 22, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_69c05c2046c48190a5d100f2dfad8d7b completed March 22, 2026, 9:16 p.m.
Created at: March 22, 2026, 3:32 p.m.