Triple

T588875
Position Surface form Disambiguated ID Type / Status
Subject Air Force Space Command E17221 entity
Predicate notableCommander P1197 FINISHED
Object General John W. Raymond
General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
 E73778 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: General John W. Raymond | Statement: [Air Force Space Command, notableCommander, General John W. Raymond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: General John W. Raymond
Context triple: [Air Force Space Command, notableCommander, General John W. Raymond]
  • A. Lieutenant General John F. Sattler
    Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
  • 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. 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.
  • D. Mark W. Clark
    Mark W. Clark was a prominent U.S. Army general best known for his leadership in World War II and the Korean War.
  • E. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • 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: General John W. Raymond
Triple: [Air Force Space Command, notableCommander, General John W. Raymond]
Generated description
General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: General John W. Raymond
Target entity description: General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
  • A. Lieutenant General John F. Sattler
    Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
  • 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. 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.
  • D. Mark W. Clark
    Mark W. Clark was a prominent U.S. Army general best known for his leadership in World War II and the Korean War.
  • E. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • 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_69a49379d09c8190ac7e00b24e2810b1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b9d1e68819096a9b5e7b2e83d6e completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5103be4b881908fcd20c4c781c0a0 completed March 2, 2026, 4:21 a.m.
NEDg Description generation batch_69a5140f86148190b9f3dd70fa6b0f42 completed March 2, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69a5146662488190b2d9024d6d999fa3 completed March 2, 2026, 4:39 a.m.
Created at: March 1, 2026, 7:33 p.m.