Triple

T7820768

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bonus Army march	`E181121`	entity
Predicate	participant	`P858`	FINISHED
Object	World War I veterans World War I veterans were former soldiers who served in the First World War and later became a significant social and political force, notably organizing protests such as the Bonus Army march to demand promised benefits.	`E695069`	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: World War I veterans | Statement: [Bonus Army march, participant, World War I veterans]

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

Target entity: World War I veterans
Context triple: [Bonus Army march, participant, World War I veterans]

A. World War II veterans
World War II veterans are former military service members who fought in the global conflict between 1939 and 1945, often regarded for their significant sacrifices and contributions to the war effort.
B. United States military veterans
United States military veterans are former members of the U.S. Armed Forces who have completed military service and are often honored for their sacrifice and contributions to national defense.
C. Vietnam War veterans
Vietnam War veterans are former U.S. and allied military personnel who served in the Vietnam War and are widely associated with experiences of combat trauma, social division at home, and long-term psychological and physical aftereffects.
D. World War I
World War I was a global conflict from 1914 to 1918 that pitted the Allied Powers against the Central Powers and reshaped the political and social landscape of the 20th century.
E. World War I (as a nurse)
World War I (as a nurse) refers to the experience and role of serving as a medical caregiver on the front lines and in military hospitals during the First World War, treating wounded soldiers under harsh and often dangerous conditions.
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: World War I veterans
Triple: [Bonus Army march, participant, World War I veterans]

Generated description

World War I veterans were former soldiers who served in the First World War and later became a significant social and political force, notably organizing protests such as the Bonus Army march to demand promised benefits.

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

Target entity: World War I veterans
Target entity description: World War I veterans were former soldiers who served in the First World War and later became a significant social and political force, notably organizing protests such as the Bonus Army march to demand promised benefits.

A. World War II veterans
World War II veterans are former military service members who fought in the global conflict between 1939 and 1945, often regarded for their significant sacrifices and contributions to the war effort.
B. United States military veterans
United States military veterans are former members of the U.S. Armed Forces who have completed military service and are often honored for their sacrifice and contributions to national defense.
C. Vietnam War veterans
Vietnam War veterans are former U.S. and allied military personnel who served in the Vietnam War and are widely associated with experiences of combat trauma, social division at home, and long-term psychological and physical aftereffects.
D. World War I
World War I was a global conflict from 1914 to 1918 that pitted the Allied Powers against the Central Powers and reshaped the political and social landscape of the 20th century.
E. World War I (as a nurse)
World War I (as a nurse) refers to the experience and role of serving as a medical caregiver on the front lines and in military hospitals during the First World War, treating wounded soldiers under harsh and often dangerous conditions.
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_69ca828153f48190bdb27ac46f8e0745`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cafa06d28881908d62d4c02b45cedd`	completed	March 30, 2026, 10:32 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb149bae408190a931ecbc803b0850`	completed	March 31, 2026, 12:26 a.m.
NEDg	Description generation	`batch_69cb1734159881909590ed51e8920387`	completed	March 31, 2026, 12:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69cb1a62569c81908709d814954f667e`	completed	March 31, 2026, 12:50 a.m.

Created at: March 30, 2026, 4:41 p.m.