Triple

T1210596

Position	Surface form	Disambiguated ID	Type / Status
Subject	Tommy Franks	`E25989`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Command and General Staff College The Command and General Staff College is a U.S. Army graduate-level institution that provides advanced professional military education and leadership training to mid-career officers.	`E79341`	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: Command and General Staff College | Statement: [Tommy Franks, educatedAt, Command and General Staff College]

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

Target entity: Command and General Staff College
Context triple: [Tommy Franks, educatedAt, Command and General Staff College]

A. 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.
B. Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
C. Air War College
Air War College is the U.S. Air Force’s senior professional military education institution, focused on developing strategic leaders in air, space, and cyberspace power.
D. United States Army War College
The United States Army War College is a senior military educational institution in Carlisle, Pennsylvania, that provides advanced strategic and leadership training primarily for U.S. and international military officers.
E. National War College
The National War College is a senior-level U.S. military educational institution in Washington, D.C., that prepares military officers and government officials for high-level policy, strategy, and national security leadership roles.
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: Command and General Staff College
Triple: [Tommy Franks, educatedAt, Command and General Staff College]

Generated description

The Command and General Staff College is a U.S. Army graduate-level institution that provides advanced professional military education and leadership training to mid-career officers.

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

Target entity: Command and General Staff College
Target entity description: The Command and General Staff College is a U.S. Army graduate-level institution that provides advanced professional military education and leadership training to mid-career officers.

A. Command and General Staff School chosen
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.
B. Air Command and Staff College
Air Command and Staff College is a mid-level professional military education institution of the U.S. Air Force that prepares field-grade officers and select civilians for higher leadership and staff responsibilities.
C. Air War College
Air War College is the U.S. Air Force’s senior professional military education institution, focused on developing strategic leaders in air, space, and cyberspace power.
D. United States Army War College
The United States Army War College is a senior military educational institution in Carlisle, Pennsylvania, that provides advanced strategic and leadership training primarily for U.S. and international military officers.
E. National War College
The National War College is a senior-level U.S. military educational institution in Washington, D.C., that prepares military officers and government officials for high-level policy, strategy, and national security leadership roles.
F. None of above.

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_69a4942b30f08190a91c60573e16b5ef`	completed	March 1, 2026, 7:31 p.m.
NER	Named-entity recognition	`batch_69a4bde4670481908c16a3a8c1a54aad`	completed	March 1, 2026, 10:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac8319d0e88190977a4d434b209f11`	completed	March 7, 2026, 7:57 p.m.
NEDg	Description generation	`batch_69ac838fc3d08190aa43d7f2767fe7d2`	completed	March 7, 2026, 7:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac8425ab408190a25c0f5db40ae77f`	completed	March 7, 2026, 8:01 p.m.

Created at: March 1, 2026, 7:46 p.m.