Triple

T141327
Position Surface form Disambiguated ID Type / Status
Subject World War I E2855 entity
Predicate notableCommander P1197 FINISHED
Object John J. Pershing
John J. Pershing was a senior United States Army general who led the American Expeditionary Forces in Europe during World War I and played a key role in shaping the modern U.S. military.
E26459 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 J. Pershing | Statement: [World War I, notableCommander, John J. Pershing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John J. Pershing
Context triple: [World War I, notableCommander, John J. Pershing]
  • A. William R. Shafter
    William R. Shafter was a U.S. Army general best known for leading American ground forces during the Cuban campaign of the Spanish–American War.
  • B. 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.
  • C. George C. Marshall
    George C. Marshall was an American military leader, statesman, and U.S. Secretary of State who played a key role in World War II strategy and postwar European recovery.
  • D. Omar Bradley
    Omar Bradley was a highly respected American Army general in World War II who led U.S. ground forces in Western Europe and later became the first Chairman of the Joint Chiefs of Staff.
  • E. Matthew Ridgway
    Matthew Ridgway was a highly respected U.S. Army general known for revitalizing United Nations forces and turning the tide during the Korean War.
  • 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 J. Pershing
Triple: [World War I, notableCommander, John J. Pershing]
Generated description
John J. Pershing was a senior United States Army general who led the American Expeditionary Forces in Europe during World War I and played a key role in shaping the modern U.S. military.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John J. Pershing
Target entity description: John J. Pershing was a senior United States Army general who led the American Expeditionary Forces in Europe during World War I and played a key role in shaping the modern U.S. military.
  • A. William R. Shafter
    William R. Shafter was a U.S. Army general best known for leading American ground forces during the Cuban campaign of the Spanish–American War.
  • B. 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.
  • C. George C. Marshall
    George C. Marshall was an American military leader, statesman, and U.S. Secretary of State who played a key role in World War II strategy and postwar European recovery.
  • D. Omar Bradley
    Omar Bradley was a highly respected American Army general in World War II who led U.S. ground forces in Western Europe and later became the first Chairman of the Joint Chiefs of Staff.
  • E. Matthew Ridgway
    Matthew Ridgway was a highly respected U.S. Army general known for revitalizing United Nations forces and turning the tide during the Korean War.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257c7e79c8190b3e5a2983035a972 completed Feb. 28, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32f269a508190835d587125342870 completed Feb. 28, 2026, 6:08 p.m.
NEDg Description generation batch_69a32f8e6964819089360153a79b0772 completed Feb. 28, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69a32fdb96f48190b2810f06a694fbba completed Feb. 28, 2026, 6:11 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.