Triple

T5213785

Position	Surface form	Disambiguated ID	Type / Status
Subject	Heiligenbeil pocket operations	`E117698`	entity
Predicate	opponent	`P437`	FINISHED
Object	German 4th Army The German 4th Army was a major field army of the Wehrmacht that fought primarily on the Eastern Front during World War II and was ultimately encircled and destroyed in the final stages of the war.	`E509493`	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: German 4th Army | Statement: [Heiligenbeil pocket operations, opponent, German 4th Army]

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

Target entity: German 4th Army
Context triple: [Heiligenbeil pocket operations, opponent, German 4th Army]

A. German 4th Army
The German 4th Army was a major field army of the Imperial German Army in World War I, active on the Western Front in key early campaigns against Belgium and France.
B. German Tenth Army
The German Tenth Army was a major Wehrmacht field army that led the defense of southern Italy against the Allied invasion during World War II.
C. German 2nd Army
The German 2nd Army was a major field army of the Wehrmacht that took part in several key Eastern Front operations during World War II, including large encirclement battles against Soviet forces.
D. German 2nd Army
The German 2nd Army was a major field army of the Imperial German Army in World War I, active on the Western Front in several key early campaigns against the Allies.
E. German 11th Army
The German 11th Army was a Wehrmacht field army that played a key role on the Eastern Front in World War II, particularly noted for its protracted operations in the Crimean Peninsula.
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: German 4th Army
Triple: [Heiligenbeil pocket operations, opponent, German 4th Army]

Generated description

The German 4th Army was a major field army of the Wehrmacht that fought primarily on the Eastern Front during World War II and was ultimately encircled and destroyed in the final stages of the war.

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

Target entity: German 4th Army
Target entity description: The German 4th Army was a major field army of the Wehrmacht that fought primarily on the Eastern Front during World War II and was ultimately encircled and destroyed in the final stages of the war.

A. German 4th Army
The German 4th Army was a major field army of the Imperial German Army in World War I, active on the Western Front in key early campaigns against Belgium and France.
B. German Tenth Army
The German Tenth Army was a major Wehrmacht field army that led the defense of southern Italy against the Allied invasion during World War II.
C. German 2nd Army
The German 2nd Army was a major field army of the Wehrmacht that took part in several key Eastern Front operations during World War II, including large encirclement battles against Soviet forces.
D. German 2nd Army
The German 2nd Army was a major field army of the Imperial German Army in World War I, active on the Western Front in several key early campaigns against the Allies.
E. German 11th Army
The German 11th Army was a Wehrmacht field army that played a key role on the Eastern Front in World War II, particularly noted for its protracted operations in the Crimean Peninsula.
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_69bd4464ba3c8190bc16b2ebbe42ddb0`	completed	March 20, 2026, 12:58 p.m.
NER	Named-entity recognition	`batch_69bd7a911d40819086621537274dc0f0`	completed	March 20, 2026, 4:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf10c62888819082afe8d6ec6275a2`	completed	March 21, 2026, 9:42 p.m.
NEDg	Description generation	`batch_69bf11635b9c819092130c46caea9306`	completed	March 21, 2026, 9:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf11e982d08190bc74312bf6ee7127`	completed	March 21, 2026, 9:47 p.m.

Created at: March 20, 2026, 1:47 p.m.