Triple

T20367145
Position Surface form Disambiguated ID Type / Status
Subject U.S. XXI Corps E496942 entity
Predicate notableCommander P1197 FINISHED
Object Lieutenant General Frank W. Milburn — NE NERFINISHED

How this triple was built (3 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: Lieutenant General Frank W. Milburn | Statement: [U.S. XXI Corps, notableCommander, Lieutenant General Frank W. Milburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lieutenant General Frank W. Milburn
Context triple: [U.S. XXI Corps, notableCommander, Lieutenant General Frank W. Milburn]
  • A. Lieutenant General Arthur J. Gregg
    Lieutenant General Arthur J. Gregg is a retired U.S. Army officer and logistics leader who became one of the highest-ranking African American generals in Army history.
  • B. 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.
  • C. Lieutenant General Roy S. Geiger
    Lieutenant General Roy S. Geiger was a highly decorated United States Marine Corps officer and pioneering Marine aviator who rose to senior command in the Pacific theater during World War II.
  • D. Lieutenant General Frank Benson
    Lieutenant General Frank Benson is a senior military officer character in the political-military thriller film "Eye in the Sky," portrayed as a key decision-maker in a high-stakes drone operation.
  • E. Lieutenant General William J. Hartman
    Lieutenant General William J. Hartman is a senior U.S. Army officer and cyber warfare leader who serves in a top command role at United States Cyber Command.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lieutenant General Frank W. Milburn
Target entity description: Lieutenant General Frank W. Milburn was a senior U.S. Army officer who commanded major corps-level formations in the European Theater during World War II.
  • A. Lieutenant General Arthur J. Gregg
    Lieutenant General Arthur J. Gregg is a retired U.S. Army officer and logistics leader who became one of the highest-ranking African American generals in Army history.
  • B. 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.
  • C. Lieutenant General Roy S. Geiger
    Lieutenant General Roy S. Geiger was a highly decorated United States Marine Corps officer and pioneering Marine aviator who rose to senior command in the Pacific theater during World War II.
  • D. Lieutenant General Frank Benson
    Lieutenant General Frank Benson is a senior military officer character in the political-military thriller film "Eye in the Sky," portrayed as a key decision-maker in a high-stakes drone operation.
  • E. Lieutenant General William J. Hartman
    Lieutenant General William J. Hartman is a senior U.S. Army officer and cyber warfare leader who serves in a top command role at United States Cyber Command.
  • F. None of above. chosen

Provenance (2 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6787291d88190a526fe2461d2a7c6 completed April 20, 2026, 7:03 p.m.
Created at: April 16, 2026, 11:26 a.m.