Triple

T8452030
Position Surface form Disambiguated ID Type / Status
Subject Yanks: The Epic Story of the American Army in World War I E199822 entity
Predicate hasAuthorBackground P938 FINISHED
Object John S. D. Eisenhower was a military historian
John S. D. Eisenhower was an American military historian, U.S. Army officer, and author, known for his works on military history and as the son of President Dwight D. Eisenhower.
 E734926 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: John S. D. Eisenhower was a military historian | Statement: [Yanks: The Epic Story of the American Army in World War I, hasAuthorBackground, John S. D. Eisenhower was a military historian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John S. D. Eisenhower was a military historian
Context triple: [Yanks: The Epic Story of the American Army in World War I, hasAuthorBackground, John S. D. Eisenhower was a military historian]
  • A. Stephen E. Ambrose
    Stephen E. Ambrose was an American historian and biographer best known for his popular works on World War II and the U.S. presidency.
  • B. Bruce Catton
    Bruce Catton was an American historian and Pulitzer Prize–winning author best known for his popular and influential books on the American Civil War.
  • C. Rick Atkinson
    Rick Atkinson is an American author and historian best known for his Pulitzer Prize–winning books on World War II and U.S. military history.
  • D. S. L. A. Marshall
    S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
  • E. Thomas E. Gaddis
    Thomas E. Gaddis was an American writer best known for his biographical works on prisoners, most notably the book that inspired the film "Birdman of Alcatraz."
  • 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: John S. D. Eisenhower was a military historian
Triple: [Yanks: The Epic Story of the American Army in World War I, hasAuthorBackground, John S. D. Eisenhower was a military historian]
Generated description
John S. D. Eisenhower was an American military historian, U.S. Army officer, and author, known for his works on military history and as the son of President Dwight D. Eisenhower.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John S. D. Eisenhower was a military historian
Target entity description: John S. D. Eisenhower was an American military historian, U.S. Army officer, and author, known for his works on military history and as the son of President Dwight D. Eisenhower.
  • A. Stephen E. Ambrose
    Stephen E. Ambrose was an American historian and biographer best known for his popular works on World War II and the U.S. presidency.
  • B. Bruce Catton
    Bruce Catton was an American historian and Pulitzer Prize–winning author best known for his popular and influential books on the American Civil War.
  • C. Rick Atkinson
    Rick Atkinson is an American author and historian best known for his Pulitzer Prize–winning books on World War II and U.S. military history.
  • D. S. L. A. Marshall
    S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
  • E. Thomas E. Gaddis
    Thomas E. Gaddis was an American writer best known for his biographical works on prisoners, most notably the book that inspired the film "Birdman of Alcatraz."
  • 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_69ca8318231881908fd1bc1c4d45d286 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe449decc8190bd62f077427f9634 completed March 31, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1dd14484819082f0319455011a22 completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce1eddb9988190a77ab59f2867ad5d completed April 2, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce1fb9b03c819089976283e1c53ca5 completed April 2, 2026, 7:50 a.m.
Created at: March 30, 2026, 6:09 p.m.