Triple

T196293
Position Surface form Disambiguated ID Type / Status
Subject Iraq War E3825 entity
Predicate commander P1061 FINISHED
Object Tommy Franks
Tommy Franks is a retired U.S. Army general best known for leading American and coalition forces during the early stages of the Iraq War and the war in Afghanistan.
 E25989 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: Tommy Franks | Statement: [Iraq War, commander, Tommy Franks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tommy Franks
Context triple: [Iraq War, commander, Tommy Franks]
  • A. Norman Schwarzkopf Jr.
    Norman Schwarzkopf Jr. was a United States Army general best known for commanding coalition forces during the Gulf War (Operation Desert Storm) in 1991.
  • B. Colin Powell (U.S. Joint Chiefs of Staff)
    Colin Powell was a four-star U.S. Army general and statesman who served as Chairman of the Joint Chiefs of Staff and later as Secretary of State, playing a central leadership role in U.S. military and foreign policy at the end of the 20th century.
  • C. Donald Rumsfeld
    Donald Rumsfeld was an American politician and businessman best known for serving twice as U.S. Secretary of Defense, including during the George W. Bush administration and the Iraq War.
  • D. John F. Kelly
    John F. Kelly is a retired U.S. Marine Corps general who served in the Trump administration, including as White House Chief of Staff and Secretary of Homeland Security.
  • E. Brigadier General Chuck Edwards
    Brigadier General Chuck Edwards was a United States Air Force officer honored for his significant contributions to military aviation and aerospace development.
  • 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: Tommy Franks
Triple: [Iraq War, commander, Tommy Franks]
Generated description
Tommy Franks is a retired U.S. Army general best known for leading American and coalition forces during the early stages of the Iraq War and the war in Afghanistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tommy Franks
Target entity description: Tommy Franks is a retired U.S. Army general best known for leading American and coalition forces during the early stages of the Iraq War and the war in Afghanistan.
  • A. Norman Schwarzkopf Jr.
    Norman Schwarzkopf Jr. was a United States Army general best known for commanding coalition forces during the Gulf War (Operation Desert Storm) in 1991.
  • B. Colin Powell (U.S. Joint Chiefs of Staff)
    Colin Powell was a four-star U.S. Army general and statesman who served as Chairman of the Joint Chiefs of Staff and later as Secretary of State, playing a central leadership role in U.S. military and foreign policy at the end of the 20th century.
  • C. Donald Rumsfeld
    Donald Rumsfeld was an American politician and businessman best known for serving twice as U.S. Secretary of Defense, including during the George W. Bush administration and the Iraq War.
  • D. John F. Kelly
    John F. Kelly is a retired U.S. Marine Corps general who served in the Trump administration, including as White House Chief of Staff and Secretary of Homeland Security.
  • E. Brigadier General Chuck Edwards
    Brigadier General Chuck Edwards was a United States Air Force officer honored for his significant contributions to military aviation and aerospace development.
  • 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_69a25983b49c819080f7e161904c53da completed Feb. 28, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32812176c8190987df03dc08b47a9 completed Feb. 28, 2026, 5:38 p.m.
NEDg Description generation batch_69a328ddce8c819096e26296d1f77820 completed Feb. 28, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69a3293046f081909ae5468be1589c91 completed Feb. 28, 2026, 5:43 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.