Triple

T4265561

Position	Surface form	Disambiguated ID	Type / Status
Subject	Military Surface Deployment and Distribution Command	`E96815`	entity
Predicate	controls	`P760`	FINISHED
Object	598th Transportation Brigade The 598th Transportation Brigade is a U.S. Army unit responsible for managing and coordinating surface transportation and distribution operations, primarily in the European and African theaters.	`E430916`	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: 598th Transportation Brigade | Statement: [Military Surface Deployment and Distribution Command, controls, 598th Transportation Brigade]

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

Target entity: 598th Transportation Brigade
Context triple: [Military Surface Deployment and Distribution Command, controls, 598th Transportation Brigade]

A. 597th Transportation Brigade
The 597th Transportation Brigade is a U.S. Army unit responsible for managing and coordinating the movement of military personnel and cargo, particularly through seaports and other strategic transportation nodes.
B. 595th Transportation Brigade
The 595th Transportation Brigade is a U.S. Army unit responsible for managing and coordinating surface transportation and distribution operations, particularly in overseas and contingency environments.
C. 1178th Transportation Company
The 1178th Transportation Company is a logistics and transport unit within the Georgia Army National Guard responsible for moving personnel, equipment, and supplies.
D. 1160th Transportation Company
The 1160th Transportation Company is a logistics and transport unit within the Georgia Army National Guard responsible for moving personnel, equipment, and supplies.
E. 1177th Transportation Company
The 1177th Transportation Company is a logistics and transport unit within the Georgia Army National Guard responsible for moving personnel, equipment, and supplies in support of military operations.
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: 598th Transportation Brigade
Triple: [Military Surface Deployment and Distribution Command, controls, 598th Transportation Brigade]

Generated description

The 598th Transportation Brigade is a U.S. Army unit responsible for managing and coordinating surface transportation and distribution operations, primarily in the European and African theaters.

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

Target entity: 598th Transportation Brigade
Target entity description: The 598th Transportation Brigade is a U.S. Army unit responsible for managing and coordinating surface transportation and distribution operations, primarily in the European and African theaters.

A. 597th Transportation Brigade
The 597th Transportation Brigade is a U.S. Army unit responsible for managing and coordinating the movement of military personnel and cargo, particularly through seaports and other strategic transportation nodes.
B. 595th Transportation Brigade
The 595th Transportation Brigade is a U.S. Army unit responsible for managing and coordinating surface transportation and distribution operations, particularly in overseas and contingency environments.
C. 1178th Transportation Company
The 1178th Transportation Company is a logistics and transport unit within the Georgia Army National Guard responsible for moving personnel, equipment, and supplies.
D. 1160th Transportation Company
The 1160th Transportation Company is a logistics and transport unit within the Georgia Army National Guard responsible for moving personnel, equipment, and supplies.
E. 1177th Transportation Company
The 1177th Transportation Company is a logistics and transport unit within the Georgia Army National Guard responsible for moving personnel, equipment, and supplies in support of military operations.
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_69b34543f06c8190915ebb1a4574ffa9`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b34fcad0a881908e1cac0a6da5a321`	completed	March 12, 2026, 11:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5d0665b548190b6a26cda97cb7f9b`	completed	March 14, 2026, 9:17 p.m.
NEDg	Description generation	`batch_69b5d12a54e0819081379fd1ee85914b`	completed	March 14, 2026, 9:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5d194975481908b029ab106223c6c`	completed	March 14, 2026, 9:22 p.m.

Created at: March 12, 2026, 11:07 p.m.