Triple

T193488
Position Surface form Disambiguated ID Type / Status
Subject National Recovery Administration E3768 entity
Predicate keyFigure P256 FINISHED
Object Hugh S. Johnson
Hugh S. Johnson was an American soldier, lawyer, and government official best known for directing President Franklin D. Roosevelt’s New Deal National Recovery Administration in the early 1930s.
E29224 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: Hugh S. Johnson | Statement: [National Recovery Administration, keyFigure, Hugh S. Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugh S. Johnson
Context triple: [National Recovery Administration, keyFigure, Hugh S. Johnson]
  • A. Maxwell D. Taylor
    Maxwell D. Taylor was a prominent U.S. Army general and later Chairman of the Joint Chiefs of Staff, noted for his leadership of airborne forces in World War II and his influential role in shaping Cold War military policy.
  • B. Walter Bedell Smith
    Walter Bedell Smith was a U.S. Army general and senior military diplomat who served as General Dwight D. Eisenhower’s chief of staff during World War II and later as Director of Central Intelligence.
  • C. Joseph W. Stilwell
    Joseph W. Stilwell was a prominent U.S. Army general in World War II, best known for his leadership in the China-Burma-India theater and his efforts to support Chinese forces against Japan.
  • D. Robert Helmer MacArthur
    Robert Helmer MacArthur was an influential American ecologist best known for his pioneering work on island biogeography and the theory of species diversity.
  • E. Frank Jack Fletcher
    Frank Jack Fletcher was a U.S. Navy admiral in World War II who played a key leadership role in early Pacific carrier battles, including the Coral Sea and Midway campaigns.
  • 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: Hugh S. Johnson
Triple: [National Recovery Administration, keyFigure, Hugh S. Johnson]
Generated description
Hugh S. Johnson was an American soldier, lawyer, and government official best known for directing President Franklin D. Roosevelt’s New Deal National Recovery Administration in the early 1930s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugh S. Johnson
Target entity description: Hugh S. Johnson was an American soldier, lawyer, and government official best known for directing President Franklin D. Roosevelt’s New Deal National Recovery Administration in the early 1930s.
  • A. Maxwell D. Taylor
    Maxwell D. Taylor was a prominent U.S. Army general and later Chairman of the Joint Chiefs of Staff, noted for his leadership of airborne forces in World War II and his influential role in shaping Cold War military policy.
  • B. Walter Bedell Smith
    Walter Bedell Smith was a U.S. Army general and senior military diplomat who served as General Dwight D. Eisenhower’s chief of staff during World War II and later as Director of Central Intelligence.
  • C. Joseph W. Stilwell
    Joseph W. Stilwell was a prominent U.S. Army general in World War II, best known for his leadership in the China-Burma-India theater and his efforts to support Chinese forces against Japan.
  • D. Robert Helmer MacArthur
    Robert Helmer MacArthur was an influential American ecologist best known for his pioneering work on island biogeography and the theory of species diversity.
  • E. Frank Jack Fletcher
    Frank Jack Fletcher was a U.S. Navy admiral in World War II who played a key leadership role in early Pacific carrier battles, including the Coral Sea and Midway campaigns.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2596810c48190ab687c0c2efaa9e2 completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35b61bdfc8190a399f0b4f09672ab completed Feb. 28, 2026, 9:17 p.m.
NEDg Description generation batch_69a35bda2f2881908451ac1861bc5e22 completed Feb. 28, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69a35c7340d08190bdf142d265369af5 completed Feb. 28, 2026, 9:21 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.