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.