Triple

T10144988

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Marine Corps History Division	`E231680`	entity
Predicate	employer	`P7`	FINISHED
Object	Marine Corps historians Marine Corps historians are professional researchers and writers who document, analyze, and preserve the history and operations of the United States Marine Corps.	`E231680`	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: Marine Corps historians | Statement: [United States Marine Corps History Division, employer, Marine Corps historians]

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

Target entity: Marine Corps historians
Context triple: [United States Marine Corps History Division, employer, Marine Corps historians]

A. United States Marine Corps History Division
The United States Marine Corps History Division is the official organization responsible for researching, preserving, and documenting the history and heritage of the U.S. Marine Corps, including oversight of its historical collections and museums.
B. Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
C. Marine Corps Press
Marine Corps Press is the publishing arm of Marine Corps University that produces scholarly and professional works on Marine Corps history, doctrine, and military studies.
D. Marine Corps publications
Marine Corps publications are official documents and materials produced by the United States Marine Corps that provide doctrine, policy, training guidance, and historical information for Marines and related audiences.
E. Marine Corps traditions
Marine Corps traditions are the long-standing customs, rituals, and practices that embody and reinforce the ethos, history, and identity of the United States Marine Corps.
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: Marine Corps historians
Triple: [United States Marine Corps History Division, employer, Marine Corps historians]

Generated description

Marine Corps historians are professional researchers and writers who document, analyze, and preserve the history and operations of the United States Marine Corps.

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

Target entity: Marine Corps historians
Target entity description: Marine Corps historians are professional researchers and writers who document, analyze, and preserve the history and operations of the United States Marine Corps.

A. United States Marine Corps History Division chosen
The United States Marine Corps History Division is the official organization responsible for researching, preserving, and documenting the history and heritage of the U.S. Marine Corps, including oversight of its historical collections and museums.
B. Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
C. Marine Corps Press
Marine Corps Press is the publishing arm of Marine Corps University that produces scholarly and professional works on Marine Corps history, doctrine, and military studies.
D. Marine Corps publications
Marine Corps publications are official documents and materials produced by the United States Marine Corps that provide doctrine, policy, training guidance, and historical information for Marines and related audiences.
E. Marine Corps traditions
Marine Corps traditions are the long-standing customs, rituals, and practices that embody and reinforce the ethos, history, and identity of the United States Marine Corps.
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_69ca848364f881908a24366a6feec1db`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cdeb2a373081908615f7b2314e7f90`	completed	April 2, 2026, 4:06 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d2e62236c88190a6ddaf4957cb8b5f`	completed	April 5, 2026, 10:45 p.m.
NEDg	Description generation	`batch_69d2e73fd6988190a338a9e49dc3671b`	completed	April 5, 2026, 10:50 p.m.
NED2	Entity disambiguation (via description)	`batch_69d2e8c425b88190b20f1706fe3343f4`	completed	April 5, 2026, 10:57 p.m.

Created at: March 30, 2026, 9:07 p.m.