Triple

T332100
Position Surface form Disambiguated ID Type / Status
Subject Operation Just Cause E6646 entity
Predicate commander P1061 FINISHED
Object Maxwell R. Thurman
Maxwell R. Thurman was a U.S. Army four-star general best known for leading the 1989 invasion of Panama and for his influential roles in military personnel and training policy.
E102043 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: Maxwell R. Thurman | Statement: [Operation Just Cause, commander, Maxwell R. Thurman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maxwell R. Thurman
Context triple: [Operation Just Cause, commander, Maxwell R. Thurman]
  • A. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • B. Richmond K. Turner
    Richmond K. Turner was a U.S. Navy admiral in World War II, best known for his pivotal role in planning and directing major amphibious operations in the Pacific Theater.
  • C. Henry T. Rainey
    Henry T. Rainey was an American Democratic politician who served as Speaker of the U.S. House of Representatives during the early New Deal era under President Franklin D. Roosevelt.
  • D. Arthur C. Walker Jr.
    Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • E. Albert D. Wheelon
    Albert D. Wheelon was an American physicist and intelligence official known for his pioneering role in developing U.S. satellite reconnaissance programs and later contributions to aerospace and national security 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: Maxwell R. Thurman
Triple: [Operation Just Cause, commander, Maxwell R. Thurman]
Generated description
Maxwell R. Thurman was a U.S. Army four-star general best known for leading the 1989 invasion of Panama and for his influential roles in military personnel and training policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maxwell R. Thurman
Target entity description: Maxwell R. Thurman was a U.S. Army four-star general best known for leading the 1989 invasion of Panama and for his influential roles in military personnel and training policy.
  • A. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • B. Richmond K. Turner
    Richmond K. Turner was a U.S. Navy admiral in World War II, best known for his pivotal role in planning and directing major amphibious operations in the Pacific Theater.
  • C. Henry T. Rainey
    Henry T. Rainey was an American Democratic politician who served as Speaker of the U.S. House of Representatives during the early New Deal era under President Franklin D. Roosevelt.
  • D. Arthur C. Walker Jr.
    Arthur C. Walker Jr. was an American physicist and solar scientist known for his pioneering work in X-ray and ultraviolet imaging of the sun and for serving on the Rogers Commission investigating the Space Shuttle Challenger disaster.
  • E. Albert D. Wheelon
    Albert D. Wheelon was an American physicist and intelligence official known for his pioneering role in developing U.S. satellite reconnaissance programs and later contributions to aerospace and national security 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eab1a7048190ac690ddc2e294914 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a39f98a88190907752f3df1e126c completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a62fde3c8190a9d7fd599d87e751 completed March 4, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7a696bd148190a73865dea296b8f1 completed March 4, 2026, 3:27 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.