Triple

T18079210

Position	Surface form	Disambiguated ID	Type / Status
Subject	599th Transportation Brigade	`E432639`	entity
Predicate	component	`P35`	FINISHED
Object	835th Transportation Battalion The 835th Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies.	`E1305544`	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: 835th Transportation Battalion | Statement: [599th Transportation Brigade, component, 835th Transportation Battalion]

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

Target entity: 835th Transportation Battalion
Context triple: [599th Transportation Brigade, component, 835th Transportation Battalion]

A. 833rd Transportation Battalion
The 833rd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies.
B. 832nd Transportation Battalion
The 832nd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military cargo and personnel, typically through seaports and other strategic transportation hubs.
C. 838th Transportation Battalion
The 838th Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies, primarily in support of overseas operations.
D. 843rd Transportation Battalion
The 843rd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies, operating under the 597th Transportation Brigade.
E. 839th Transportation Battalion
The 839th Transportation Battalion is a U.S. Army unit responsible for managing and coordinating military transportation and logistics operations, particularly in support of deployment and distribution missions.
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: 835th Transportation Battalion
Triple: [599th Transportation Brigade, component, 835th Transportation Battalion]

Generated description

The 835th Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies.

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

Target entity: 835th Transportation Battalion
Target entity description: The 835th Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies.

A. 833rd Transportation Battalion
The 833rd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies.
B. 832nd Transportation Battalion
The 832nd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military cargo and personnel, typically through seaports and other strategic transportation hubs.
C. 838th Transportation Battalion
The 838th Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies, primarily in support of overseas operations.
D. 843rd Transportation Battalion
The 843rd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies, operating under the 597th Transportation Brigade.
E. 839th Transportation Battalion
The 839th Transportation Battalion is a U.S. Army unit responsible for managing and coordinating military transportation and logistics operations, particularly in support of deployment and distribution missions.
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_69d8b907d05c819083cc3bd6021089e6`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e4d9f81ff08190b7465e3c5568aa59`	completed	April 19, 2026, 1:34 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a035d8a792c8190ab53ce52026de495`	completed	May 12, 2026, 5:04 p.m.
NEDg	Description generation	`batch_6a036083e0f88190b7065f5de80f259e`	completed	May 12, 2026, 5:16 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0360ec1c908190a99080990793e519`	completed	May 12, 2026, 5:18 p.m.

Created at: April 10, 2026, 10:27 a.m.