Triple

T10237944

Position	Surface form	Disambiguated ID	Type / Status
Subject	Matthew Fontaine Maury	`E243513`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	United States Navy (midshipman training) United States Navy (midshipman training) is the naval officer training program that prepares prospective U.S. Navy officers through rigorous academic, seamanship, and leadership instruction.	`E673704`	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: United States Navy (midshipman training) | Statement: [Matthew Fontaine Maury, educatedAt, United States Navy (midshipman training)]

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

Target entity: United States Navy (midshipman training)
Context triple: [Matthew Fontaine Maury, educatedAt, United States Navy (midshipman training)]

A. United States Navy school
A United States Navy school is a military educational institution that trains Navy personnel in specialized technical, operational, and leadership skills to support naval missions.
B. Naval Cadet Corps
The Naval Cadet Corps is the officer-training institution of the Royal Thai Navy, responsible for educating and preparing future naval officers for professional service.
C. Officer Candidate School (United States Navy)
Officer Candidate School (United States Navy) is an intensive training and education program that prepares civilian and enlisted candidates to become commissioned officers in the U.S. Navy.
D. Officer Development School (United States Navy)
Officer Development School (United States Navy) is a training program that prepares already-commissioned professionals, such as doctors, lawyers, and chaplains, for service as naval officers by teaching them Navy leadership, customs, and basic military skills.
E. Naval Rating School
Naval Rating School is a training institution of the Royal Thai Navy dedicated to educating and preparing enlisted naval personnel for professional service.
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: United States Navy (midshipman training)
Triple: [Matthew Fontaine Maury, educatedAt, United States Navy (midshipman training)]

Generated description

United States Navy (midshipman training) is the naval officer training program that prepares prospective U.S. Navy officers through rigorous academic, seamanship, and leadership instruction.

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

Target entity: United States Navy (midshipman training)
Target entity description: United States Navy (midshipman training) is the naval officer training program that prepares prospective U.S. Navy officers through rigorous academic, seamanship, and leadership instruction.

A. United States Navy school chosen
A United States Navy school is a military educational institution that trains Navy personnel in specialized technical, operational, and leadership skills to support naval missions.
B. Naval Cadet Corps
The Naval Cadet Corps is the officer-training institution of the Royal Thai Navy, responsible for educating and preparing future naval officers for professional service.
C. Officer Candidate School (United States Navy)
Officer Candidate School (United States Navy) is an intensive training and education program that prepares civilian and enlisted candidates to become commissioned officers in the U.S. Navy.
D. Officer Development School (United States Navy)
Officer Development School (United States Navy) is a training program that prepares already-commissioned professionals, such as doctors, lawyers, and chaplains, for service as naval officers by teaching them Navy leadership, customs, and basic military skills.
E. Naval Rating School
Naval Rating School is a training institution of the Royal Thai Navy dedicated to educating and preparing enlisted naval personnel for professional service.
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_69d381b0f97c819085c9b45799a5fb7c`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4d21b64c88190b708c20ca7fe20aa`	completed	April 7, 2026, 9:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d6f76ca8848190a49d7dc76cf9dd35`	completed	April 9, 2026, 12:48 a.m.
NEDg	Description generation	`batch_69d6fa2f7a848190a9de5de4d0f3f110`	completed	April 9, 2026, 1 a.m.
NED2	Entity disambiguation (via description)	`batch_69d6fcbab3ec8190ade1c0223c22ad58`	completed	April 9, 2026, 1:11 a.m.

Created at: April 6, 2026, 11:23 a.m.