Triple

T3446361

Position	Surface form	Disambiguated ID	Type / Status
Subject	2nd Battalion, 7th Marines	`E72686`	entity
Predicate	subunit	`P35`	FINISHED
Object	Weapons Company, 2nd Battalion, 7th Marines Weapons Company, 2nd Battalion, 7th Marines is a specialized infantry support company in the U.S. Marine Corps that provides heavy weapons, fire support, and enhanced combat capabilities to its parent battalion.	`E361602`	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: Weapons Company, 2nd Battalion, 7th Marines | Statement: [2nd Battalion, 7th Marines, subunit, Weapons Company, 2nd Battalion, 7th Marines]

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

Target entity: Weapons Company, 2nd Battalion, 7th Marines
Context triple: [2nd Battalion, 7th Marines, subunit, Weapons Company, 2nd Battalion, 7th Marines]

A. Weapons Company, 2nd Battalion, 5th Marines
Weapons Company, 2nd Battalion, 5th Marines is a specialized heavy weapons and fire support company within the 2nd Battalion of the 5th Marine Regiment of the United States Marine Corps.
B. Weapons Company, 7th Marines
Weapons Company, 7th Marines is a heavy weapons and fire support company within the 7th Marine Regiment of the United States Marine Corps, providing specialized direct and indirect fire capabilities to the regiment’s infantry units.
C. 2nd Battalion, 7th Marines
The 2nd Battalion, 7th Marines is a U.S. Marine Corps infantry battalion renowned for its combat service in major conflicts from World War II through the Global War on Terror.
D. 3rd Battalion, 7th Marines
The 3rd Battalion, 7th Marines is a United States Marine Corps infantry battalion renowned for its combat deployments and service as part of the 1st Marine Division.
E. 1st Battalion, 7th Marines
The 1st Battalion, 7th Marines is a storied infantry battalion of the United States Marine Corps known for its extensive combat history from World War II through modern conflicts.
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: Weapons Company, 2nd Battalion, 7th Marines
Triple: [2nd Battalion, 7th Marines, subunit, Weapons Company, 2nd Battalion, 7th Marines]

Generated description

Weapons Company, 2nd Battalion, 7th Marines is a specialized infantry support company in the U.S. Marine Corps that provides heavy weapons, fire support, and enhanced combat capabilities to its parent battalion.

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

Target entity: Weapons Company, 2nd Battalion, 7th Marines
Target entity description: Weapons Company, 2nd Battalion, 7th Marines is a specialized infantry support company in the U.S. Marine Corps that provides heavy weapons, fire support, and enhanced combat capabilities to its parent battalion.

A. Weapons Company, 2nd Battalion, 5th Marines
Weapons Company, 2nd Battalion, 5th Marines is a specialized heavy weapons and fire support company within the 2nd Battalion of the 5th Marine Regiment of the United States Marine Corps.
B. Weapons Company, 7th Marines
Weapons Company, 7th Marines is a heavy weapons and fire support company within the 7th Marine Regiment of the United States Marine Corps, providing specialized direct and indirect fire capabilities to the regiment’s infantry units.
C. 2nd Battalion, 7th Marines
The 2nd Battalion, 7th Marines is a U.S. Marine Corps infantry battalion renowned for its combat service in major conflicts from World War II through the Global War on Terror.
D. 3rd Battalion, 7th Marines
The 3rd Battalion, 7th Marines is a United States Marine Corps infantry battalion renowned for its combat deployments and service as part of the 1st Marine Division.
E. 1st Battalion, 7th Marines
The 1st Battalion, 7th Marines is a storied infantry battalion of the United States Marine Corps known for its extensive combat history from World War II through modern conflicts.
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_69ad85b05c848190b7a28ceec2bd7b74`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adba2cc3048190ab1385699387df8d`	completed	March 8, 2026, 6:04 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b367fc4e8c81909fb57634113369fa`	completed	March 13, 2026, 1:27 a.m.
NEDg	Description generation	`batch_69b36bb99b7881908d2fcbf53632d98f`	completed	March 13, 2026, 1:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69b36c0f15248190a69d301c5ea90b35`	completed	March 13, 2026, 1:44 a.m.

Created at: March 8, 2026, 3:16 p.m.