Triple

T7838897

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kabul airlift (2021)	`E181752`	entity
Predicate	commandedBy	`P1407`	FINISHED
Object	General Kenneth F. McKenzie Jr. General Kenneth F. McKenzie Jr. is a retired U.S. Marine Corps four-star general who served as commander of U.S. Central Command, overseeing American military operations across the Middle East and Central Asia.	`E696122`	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 Kenneth F. McKenzie Jr. | Statement: [Kabul airlift (2021), commandedBy, General Kenneth F. McKenzie Jr.]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: General Kenneth F. McKenzie Jr.
Context triple: [Kabul airlift (2021), commandedBy, General Kenneth F. McKenzie Jr.]

A. General David D. McKiernan
General David D. McKiernan is a retired United States Army four-star general who played a key leadership role in the early stages of the wars in Afghanistan and Iraq.
B. Lieutenant General Paul X. Kelley
Lieutenant General Paul X. Kelley was a senior U.S. Marine Corps officer who later became the 28th Commandant of the Marine Corps and played a key role in shaping American rapid deployment and expeditionary capabilities.
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. Lt. Gen. Millard F. Harmon
Lt. Gen. Millard F. Harmon was a senior United States Army Air Forces officer in World War II who played a key leadership role in air operations in the Pacific theater before disappearing on a 1945 flight.
E. Lieutenant General Raymond A. Wheeler
Lieutenant General Raymond A. Wheeler was a senior U.S. Army engineer officer and World War II commander who played a key leadership role in Allied operations in the China-Burma-India theater.
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 Kenneth F. McKenzie Jr.
Triple: [Kabul airlift (2021), commandedBy, General Kenneth F. McKenzie Jr.]

Generated description

General Kenneth F. McKenzie Jr. is a retired U.S. Marine Corps four-star general who served as commander of U.S. Central Command, overseeing American military operations across the Middle East and Central Asia.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: General Kenneth F. McKenzie Jr.
Target entity description: General Kenneth F. McKenzie Jr. is a retired U.S. Marine Corps four-star general who served as commander of U.S. Central Command, overseeing American military operations across the Middle East and Central Asia.

A. General David D. McKiernan
General David D. McKiernan is a retired United States Army four-star general who played a key leadership role in the early stages of the wars in Afghanistan and Iraq.
B. Lieutenant General Paul X. Kelley
Lieutenant General Paul X. Kelley was a senior U.S. Marine Corps officer who later became the 28th Commandant of the Marine Corps and played a key role in shaping American rapid deployment and expeditionary capabilities.
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. Lt. Gen. Millard F. Harmon
Lt. Gen. Millard F. Harmon was a senior United States Army Air Forces officer in World War II who played a key leadership role in air operations in the Pacific theater before disappearing on a 1945 flight.
E. Lieutenant General Raymond A. Wheeler
Lieutenant General Raymond A. Wheeler was a senior U.S. Army engineer officer and World War II commander who played a key leadership role in Allied operations in the China-Burma-India theater.
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_69ca8284a25c8190a1a20afad30da792`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb14c4680481908628d22bbe4842f4`	completed	March 31, 2026, 12:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5ab573c88190bf6a1745ca5cc7b5`	completed	March 31, 2026, 5:25 a.m.
NEDg	Description generation	`batch_69cb5def38e88190864d84abd7959aa3`	completed	March 31, 2026, 5:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69cb765db28881909ac34071ec6889b3`	completed	March 31, 2026, 7:23 a.m.

Created at: March 30, 2026, 4:47 p.m.