Triple

T15117147

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marine Corps enlisted Marines	`E361070`	entity
Predicate	hasRank	`P337`	FINISHED
Object	Master Sergeant (E-8) Master Sergeant (E-8) is a senior enlisted rank in the U.S. Marine Corps, typically held by experienced leaders responsible for high-level technical expertise and supervisory duties within their occupational field.	`E824613`	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 Sergeant (E-8) | Statement: [Marine Corps enlisted Marines, hasRank, Master Sergeant (E-8)]

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

Target entity: Master Sergeant (E-8)
Context triple: [Marine Corps enlisted Marines, hasRank, Master Sergeant (E-8)]

A. Senior Master Sergeant
Senior Master Sergeant is a high-level non-commissioned officer rank in the U.S. Air Force and Space Force, typically responsible for advanced leadership, management, and mentorship duties.
B. Master Sergeant (U.S. Army)
Master Sergeant (U.S. Army) is a senior noncommissioned officer rank responsible for high-level technical expertise, leadership, and staff duties within Army units.
C. Master Sergeant (USSF)
Master Sergeant (USSF) is a mid-level noncommissioned officer rank in the United States Space Force, typically responsible for leading enlisted personnel and managing day-to-day operations within space-focused units.
D. Chief Master Sergeant
Chief Master Sergeant is the highest enlisted rank in the U.S. Air Force and U.S. Space Force, typically held by senior noncommissioned officers responsible for leading and advising on enlisted matters at the highest organizational levels.
E. Senior Master Sergeant (U.S. Air Force)
Senior Master Sergeant (U.S. Air Force) is the E-8 senior noncommissioned officer rank in the U.S. Air Force, typically responsible for high-level leadership, management, and mentorship within enlisted units.
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 Sergeant (E-8)
Triple: [Marine Corps enlisted Marines, hasRank, Master Sergeant (E-8)]

Generated description

Master Sergeant (E-8) is a senior enlisted rank in the U.S. Marine Corps, typically held by experienced leaders responsible for high-level technical expertise and supervisory duties within their occupational field.

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

Target entity: Master Sergeant (E-8)
Target entity description: Master Sergeant (E-8) is a senior enlisted rank in the U.S. Marine Corps, typically held by experienced leaders responsible for high-level technical expertise and supervisory duties within their occupational field.

A. Senior Master Sergeant
Senior Master Sergeant is a high-level non-commissioned officer rank in the U.S. Air Force and Space Force, typically responsible for advanced leadership, management, and mentorship duties.
B. Master Sergeant (U.S. Army) chosen
Master Sergeant (U.S. Army) is a senior noncommissioned officer rank responsible for high-level technical expertise, leadership, and staff duties within Army units.
C. Master Sergeant (USSF)
Master Sergeant (USSF) is a mid-level noncommissioned officer rank in the United States Space Force, typically responsible for leading enlisted personnel and managing day-to-day operations within space-focused units.
D. Chief Master Sergeant
Chief Master Sergeant is the highest enlisted rank in the U.S. Air Force and U.S. Space Force, typically held by senior noncommissioned officers responsible for leading and advising on enlisted matters at the highest organizational levels.
E. Senior Master Sergeant (U.S. Air Force)
Senior Master Sergeant (U.S. Air Force) is the E-8 senior noncommissioned officer rank in the U.S. Air Force, typically responsible for high-level leadership, management, and mentorship within enlisted units.
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_69d85a0491ec8190830960be8fafb994`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e0059ca9048190b742e70e818ee64f`	completed	April 15, 2026, 9:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69feb7eee6e8819092657c4006456135`	completed	May 9, 2026, 4:28 a.m.
NEDg	Description generation	`batch_69febbdadec4819094ca57a4f9ab5009`	completed	May 9, 2026, 4:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69febca121a48190ae6994e90b0e040c`	completed	May 9, 2026, 4:48 a.m.

Created at: April 10, 2026, 3:05 a.m.