Triple

T2143142

Position	Surface form	Disambiguated ID	Type / Status
Subject	Chief Master Sergeant (USSF enlisted rank)	`E47004`	entity
Predicate	equivalentRankIn	`P19071`	FINISHED
Object	Master Chief Petty Officer (USN) Master Chief Petty Officer (USN) is the highest enlisted rank in the United States Navy, held by senior non-commissioned officers who serve as key leaders and advisors within the enlisted force.	`E245058`	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: Master Chief Petty Officer (USN) | Statement: [Chief Master Sergeant (USSF enlisted rank), equivalentRankIn, Master Chief Petty Officer (USN)]

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

Target entity: Master Chief Petty Officer (USN)
Context triple: [Chief Master Sergeant (USSF enlisted rank), equivalentRankIn, Master Chief Petty Officer (USN)]

A. Master Chief Petty Officer of the Navy
The Master Chief Petty Officer of the Navy is the highest-ranking enlisted sailor in the U.S. Navy, serving as the principal enlisted advisor to the Chief of Naval Operations and the Chief of Naval Personnel.
B. Force Master Chief Petty Officer
A Force Master Chief Petty Officer is a senior enlisted leader in the U.S. Navy who serves as the principal enlisted advisor at major command or force level, bridging communication between enlisted personnel and commanding officers.
C. Master Chief Petty Officer of the Coast Guard
The Master Chief Petty Officer of the Coast Guard is the senior-most enlisted advisor to the Commandant of the U.S. Coast Guard, representing the interests and welfare of all enlisted personnel.
D. Shepard
Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
E. Shepard
Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
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: Master Chief Petty Officer (USN)
Triple: [Chief Master Sergeant (USSF enlisted rank), equivalentRankIn, Master Chief Petty Officer (USN)]

Generated description

Master Chief Petty Officer (USN) is the highest enlisted rank in the United States Navy, held by senior non-commissioned officers who serve as key leaders and advisors within the enlisted force.

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

Target entity: Master Chief Petty Officer (USN)
Target entity description: Master Chief Petty Officer (USN) is the highest enlisted rank in the United States Navy, held by senior non-commissioned officers who serve as key leaders and advisors within the enlisted force.

A. Master Chief Petty Officer of the Navy
The Master Chief Petty Officer of the Navy is the highest-ranking enlisted sailor in the U.S. Navy, serving as the principal enlisted advisor to the Chief of Naval Operations and the Chief of Naval Personnel.
B. Force Master Chief Petty Officer
A Force Master Chief Petty Officer is a senior enlisted leader in the U.S. Navy who serves as the principal enlisted advisor at major command or force level, bridging communication between enlisted personnel and commanding officers.
C. Master Chief Petty Officer of the Coast Guard
The Master Chief Petty Officer of the Coast Guard is the senior-most enlisted advisor to the Commandant of the U.S. Coast Guard, representing the interests and welfare of all enlisted personnel.
D. Shepard
Shepard is the middle name of William S. Benson, a notable figure whose full identity includes this given name.
E. Shepard
Shepard is a surname most famously associated with Sam Shepard, the American playwright, actor, and director known for his influential works in contemporary theater and film.
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_69a88a1933e0819094f18426ed74180f`	completed	March 4, 2026, 7:38 p.m.
NER	Named-entity recognition	`batch_69abc5af20808190902031d8c0bba376`	completed	March 7, 2026, 6:29 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae653677ec8190ab0b044e005a9947`	completed	March 9, 2026, 6:14 a.m.
NEDg	Description generation	`batch_69ae6656f7788190818179d923b11bba`	completed	March 9, 2026, 6:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae66cc3ac0819096e3f246b10e7761`	completed	March 9, 2026, 6:21 a.m.

Created at: March 4, 2026, 7:44 p.m.