Triple

T12922842
Position Surface form Disambiguated ID Type / Status
Subject Multi-National Corps – Iraq E309166 entity
Predicate notableCommander P1197 FINISHED
Object Lieutenant General Lloyd J. Austin III
Lieutenant General Lloyd J. Austin III is a retired U.S. Army general who later became the U.S. Secretary of Defense, known for his leadership in major Middle Eastern operations.
 E1011071 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: Lieutenant General Lloyd J. Austin III | Statement: [Multi-National Corps – Iraq, notableCommander, Lieutenant General Lloyd J. Austin III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lieutenant General Lloyd J. Austin III
Context triple: [Multi-National Corps – Iraq, notableCommander, Lieutenant General Lloyd J. Austin III]
  • A. Mark Milley
    Mark Milley is a United States Army general who served as the 20th Chairman of the Joint Chiefs of Staff, becoming the nation’s highest-ranking military officer.
  • B. H. R. McMaster
    H. R. McMaster is a retired U.S. Army lieutenant general, military historian, and former National Security Advisor known for his critical analysis of U.S. military strategy and leadership.
  • C. James N. Mattis
    James N. Mattis is a retired U.S. Marine Corps four-star general and former U.S. Secretary of Defense known for his leadership in major Middle Eastern conflicts and his reputation as a strategic military thinker.
  • D. General Joseph F. Dunford Jr.
    General Joseph F. Dunford Jr. is a retired United States Marine Corps four-star general who served as Chairman of the Joint Chiefs of Staff and held several key command roles in major U.S. and NATO operations.
  • E. Michael Mullen
    Michael Mullen is a retired United States Navy admiral who served as the 17th Chairman of the Joint Chiefs of Staff, the highest-ranking officer in the U.S. Armed Forces.
  • 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: Lieutenant General Lloyd J. Austin III
Triple: [Multi-National Corps – Iraq, notableCommander, Lieutenant General Lloyd J. Austin III]
Generated description
Lieutenant General Lloyd J. Austin III is a retired U.S. Army general who later became the U.S. Secretary of Defense, known for his leadership in major Middle Eastern operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lieutenant General Lloyd J. Austin III
Target entity description: Lieutenant General Lloyd J. Austin III is a retired U.S. Army general who later became the U.S. Secretary of Defense, known for his leadership in major Middle Eastern operations.
  • A. Mark Milley
    Mark Milley is a United States Army general who served as the 20th Chairman of the Joint Chiefs of Staff, becoming the nation’s highest-ranking military officer.
  • B. H. R. McMaster
    H. R. McMaster is a retired U.S. Army lieutenant general, military historian, and former National Security Advisor known for his critical analysis of U.S. military strategy and leadership.
  • C. James N. Mattis
    James N. Mattis is a retired U.S. Marine Corps four-star general and former U.S. Secretary of Defense known for his leadership in major Middle Eastern conflicts and his reputation as a strategic military thinker.
  • D. General Joseph F. Dunford Jr.
    General Joseph F. Dunford Jr. is a retired United States Marine Corps four-star general who served as Chairman of the Joint Chiefs of Staff and held several key command roles in major U.S. and NATO operations.
  • E. Michael Mullen
    Michael Mullen is a retired United States Navy admiral who served as the 17th Chairman of the Joint Chiefs of Staff, the highest-ranking officer in the U.S. Armed Forces.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971e9576c81908eb59569af6da877 completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af625af88190b036f97feaefe43b completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b0653ef88190ad0e3a48675ecdcc completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1aa191081908266128776a2147a completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:42 p.m.