Triple

T7063473

Position	Surface form	Disambiguated ID	Type / Status
Subject	Operation Stalemate II	`E164281`	entity
Predicate	commandedBy	`P1407`	FINISHED
Object	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.	`E640485`	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 Roy S. Geiger | Statement: [Operation Stalemate II, commandedBy, Lieutenant General Roy S. Geiger]

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

Target entity: Lieutenant General Roy S. Geiger
Context triple: [Operation Stalemate II, commandedBy, Lieutenant General Roy S. Geiger]

A. 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.
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 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.
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 Robert L. Eichelberger
Lieutenant General Robert L. Eichelberger was a prominent U.S. Army officer in World War II, known for his leadership in the Pacific theater and key role in campaigns such as New Guinea and the Philippines.
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 Roy S. Geiger
Triple: [Operation Stalemate II, commandedBy, Lieutenant General Roy S. Geiger]

Generated description

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.

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

Target entity: Lieutenant General Roy S. Geiger
Target entity description: 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.

A. 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.
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 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.
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 Robert L. Eichelberger
Lieutenant General Robert L. Eichelberger was a prominent U.S. Army officer in World War II, known for his leadership in the Pacific theater and key role in campaigns such as New Guinea and the Philippines.
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_69c688796c148190adb2f1596f595f22`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e45cf7488190a7ff15665e283c37`	completed	March 27, 2026, 8:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7944b4a60819089e565cb895c432f`	completed	March 28, 2026, 8:41 a.m.
NEDg	Description generation	`batch_69c79649c5d88190a1c70f84008aaf57`	completed	March 28, 2026, 8:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69c796a26d00819093980129e452bddd`	completed	March 28, 2026, 8:51 a.m.

Created at: March 27, 2026, 2:38 p.m.