Triple

T3199159

Position	Surface form	Disambiguated ID	Type / Status
Subject	2nd Battalion, 4th Marines	`E67004`	entity
Predicate	component	`P35`	FINISHED
Object	Headquarters and Service Company Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.	`E336273`	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: Headquarters and Service Company | Statement: [2nd Battalion, 4th Marines, component, Headquarters and Service Company]

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

Target entity: Headquarters and Service Company
Context triple: [2nd Battalion, 4th Marines, component, Headquarters and Service Company]

A. Headquarters and Service Battalion
Headquarters and Service Battalion is a key administrative and support unit of the U.S. Marine Corps responsible for providing essential services and command support at Marine Corps Recruit Depot Parris Island.
B. Enterprise Corps
Enterprise Corps is a subordinate organization within the U.S. Space Force’s Space Systems Command focused on developing, acquiring, and sustaining space capabilities and systems.
C. Services of Supply (U.S. Army)
The Services of Supply (U.S. Army) was the World War II-era logistical and administrative organization responsible for providing the U.S. Army with essential supplies, transportation, and support services.
D. Bobcat Company
Bobcat Company is an American manufacturer best known for its compact construction and agricultural equipment, including skid-steer loaders and mini excavators.
E. Bureau of Supplies and Accounts
The Bureau of Supplies and Accounts was a former United States Navy bureau responsible for managing naval logistics, procurement, and financial administration before its functions were assumed by the Naval Supply Systems Command.
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: Headquarters and Service Company
Triple: [2nd Battalion, 4th Marines, component, Headquarters and Service Company]

Generated description

Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.

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

Target entity: Headquarters and Service Company
Target entity description: Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.

A. Headquarters and Service Battalion
Headquarters and Service Battalion is a key administrative and support unit of the U.S. Marine Corps responsible for providing essential services and command support at Marine Corps Recruit Depot Parris Island.
B. Enterprise Corps
Enterprise Corps is a subordinate organization within the U.S. Space Force’s Space Systems Command focused on developing, acquiring, and sustaining space capabilities and systems.
C. Services of Supply (U.S. Army)
The Services of Supply (U.S. Army) was the World War II-era logistical and administrative organization responsible for providing the U.S. Army with essential supplies, transportation, and support services.
D. Bobcat Company
Bobcat Company is an American manufacturer best known for its compact construction and agricultural equipment, including skid-steer loaders and mini excavators.
E. Bureau of Supplies and Accounts
The Bureau of Supplies and Accounts was a former United States Navy bureau responsible for managing naval logistics, procurement, and financial administration before its functions were assumed by the Naval Supply Systems Command.
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_69ad8589bd988190afa7ed2bdffb7b33`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada9abe8f88190a4c2ccc31add7959`	completed	March 8, 2026, 4:54 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b24bbdc9908190b5d8328f6fbc6002`	completed	March 12, 2026, 5:14 a.m.
NEDg	Description generation	`batch_69b25034bc4481909c860099cc1aa311`	completed	March 12, 2026, 5:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69b251458ab48190a374f910103763f2`	completed	March 12, 2026, 5:38 a.m.

Created at: March 8, 2026, 3:07 p.m.