Triple

T23117003

Position	Surface form	Disambiguated ID	Type / Status
Subject	Scuola di Guerra (Italian Army War College)	`E576782`	entity
Predicate	alsoKnownAs	`P39`	FINISHED
Object	Scuola di Guerra dell’Esercito Scuola di Guerra dell’Esercito is the Italian Army’s premier war college responsible for advanced officer education, staff training, and the development of military doctrine.	`E1570760`	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: Scuola di Guerra dell’Esercito | Statement: [Scuola di Guerra (Italian Army War College), alsoKnownAs, Scuola di Guerra dell’Esercito]

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

Target entity: Scuola di Guerra dell’Esercito
Context triple: [Scuola di Guerra (Italian Army War College), alsoKnownAs, Scuola di Guerra dell’Esercito]

A. Academia de Guerra del Ejército
Academia de Guerra del Ejército is the Chilean Army’s higher military education institution responsible for advanced officer training and strategic studies.
B. Industrial College of the Armed Forces
The Industrial College of the Armed Forces, now known as the Dwight D. Eisenhower School for National Security and Resource Strategy, is a senior U.S. military educational institution focused on preparing leaders for high-level responsibilities in national security and resource management.
C. Command and General Staff School
The Command and General Staff School is a U.S. Army graduate-level institution that provides advanced professional military education to mid-career officers in operational art, leadership, and staff planning.
D. Military Academy of Communications
The Military Academy of Communications was a key Soviet higher education institution specializing in training officers and conducting research in military communications and related technologies.
E. Akademi Militer
Akademi Militer is Indonesia’s national military academy responsible for training and educating future officers of the Indonesian Army.
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: Scuola di Guerra dell’Esercito
Triple: [Scuola di Guerra (Italian Army War College), alsoKnownAs, Scuola di Guerra dell’Esercito]

Generated description

Scuola di Guerra dell’Esercito is the Italian Army’s premier war college responsible for advanced officer education, staff training, and the development of military doctrine.

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

Target entity: Scuola di Guerra dell’Esercito
Target entity description: Scuola di Guerra dell’Esercito is the Italian Army’s premier war college responsible for advanced officer education, staff training, and the development of military doctrine.

A. Academia de Guerra del Ejército
Academia de Guerra del Ejército is the Chilean Army’s higher military education institution responsible for advanced officer training and strategic studies.
B. Industrial College of the Armed Forces
The Industrial College of the Armed Forces, now known as the Dwight D. Eisenhower School for National Security and Resource Strategy, is a senior U.S. military educational institution focused on preparing leaders for high-level responsibilities in national security and resource management.
C. Command and General Staff School
The Command and General Staff School is a U.S. Army graduate-level institution that provides advanced professional military education to mid-career officers in operational art, leadership, and staff planning.
D. Military Academy of Communications
The Military Academy of Communications was a key Soviet higher education institution specializing in training officers and conducting research in military communications and related technologies.
E. Akademi Militer
Akademi Militer is Indonesia’s national military academy responsible for training and educating future officers of the Indonesian Army.
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_69e245f6c2e881909a228fdcfeb7c7d3`	completed	April 17, 2026, 2:38 p.m.
NER	Named-entity recognition	`batch_69f18e4d095081908bad99fab6eaadd0`	completed	April 29, 2026, 4:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c23ee9e3481909c5dd97ef5424396`	completed	May 19, 2026, 8:48 a.m.
NEDg	Description generation	`batch_6a0c271e8a8c8190ba994f557f077288`	completed	May 19, 2026, 9:02 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0c27d3befc8190bc7a3697bc0e817b`	completed	May 19, 2026, 9:05 a.m.

Created at: April 17, 2026, 3:59 p.m.