Triple

T8475249
Position Surface form Disambiguated ID Type / Status
Subject Hoyt S. Vandenberg E200373 entity
Predicate hasRelative P367 FINISHED
Object Arthur H. Vandenberg
Arthur H. Vandenberg was a prominent mid-20th-century U.S. senator from Michigan known for his influential role in shaping bipartisan American foreign policy after World War II.
E737869 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: Arthur H. Vandenberg | Statement: [Hoyt S. Vandenberg, hasRelative, Arthur H. Vandenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur H. Vandenberg
Context triple: [Hoyt S. Vandenberg, hasRelative, Arthur H. Vandenberg]
  • A. Hoyt S. Vandenberg
    Hoyt S. Vandenberg was a U.S. Air Force general who served as Chief of Staff of the Air Force and Director of Central Intelligence, playing a key role in the development of American air power during and after World War II.
  • B. Thurman Wesley Arnold
    Thurman Wesley Arnold was an influential American lawyer, judge, and antitrust enforcer best known for leading the U.S. Department of Justice’s Antitrust Division under President Franklin D. Roosevelt.
  • C. Robert A. Lovett
    Robert A. Lovett was a prominent American statesman and defense official who played a key role in organizing U.S. military and foreign policy during and after World War II, later serving as Secretary of Defense under President Harry S. Truman.
  • D. Stuart Symington
    Stuart Symington was an American businessman and politician who became the first U.S. Secretary of the Air Force and later served as a long-time United States Senator from Missouri.
  • E. Donn F. Eisele
    Donn F. Eisele was a NASA astronaut and U.S. Air Force test pilot best known for flying on Apollo 7, the first crewed mission of the Apollo program.
  • 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: Arthur H. Vandenberg
Triple: [Hoyt S. Vandenberg, hasRelative, Arthur H. Vandenberg]
Generated description
Arthur H. Vandenberg was a prominent mid-20th-century U.S. senator from Michigan known for his influential role in shaping bipartisan American foreign policy after World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur H. Vandenberg
Target entity description: Arthur H. Vandenberg was a prominent mid-20th-century U.S. senator from Michigan known for his influential role in shaping bipartisan American foreign policy after World War II.
  • A. Hoyt S. Vandenberg
    Hoyt S. Vandenberg was a U.S. Air Force general who served as Chief of Staff of the Air Force and Director of Central Intelligence, playing a key role in the development of American air power during and after World War II.
  • B. Thurman Wesley Arnold
    Thurman Wesley Arnold was an influential American lawyer, judge, and antitrust enforcer best known for leading the U.S. Department of Justice’s Antitrust Division under President Franklin D. Roosevelt.
  • C. Robert A. Lovett
    Robert A. Lovett was a prominent American statesman and defense official who played a key role in organizing U.S. military and foreign policy during and after World War II, later serving as Secretary of Defense under President Harry S. Truman.
  • D. Stuart Symington
    Stuart Symington was an American businessman and politician who became the first U.S. Secretary of the Air Force and later served as a long-time United States Senator from Missouri.
  • E. Donn F. Eisele
    Donn F. Eisele was a NASA astronaut and U.S. Air Force test pilot best known for flying on Apollo 7, the first crewed mission of the Apollo program.
  • 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f89e0081909e74beb7c8f55653 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4de1fae48190a1149f639faca147 completed April 2, 2026, 11:07 a.m.
NEDg Description generation batch_69ce4f587a7081908c357f82bc28a1aa completed April 2, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69ce5059e0f48190b8ff08253337f430 completed April 2, 2026, 11:17 a.m.
Created at: March 30, 2026, 6:11 p.m.