Triple

T18012491
Position Surface form Disambiguated ID Type / Status
Subject 598th Transportation Brigade E430916 entity
Predicate subordinateUnit P258 FINISHED
Object 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.
E1302364 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: 839th Transportation Battalion | Statement: [598th Transportation Brigade, subordinateUnit, 839th Transportation Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 839th Transportation Battalion
Context triple: [598th Transportation Brigade, subordinateUnit, 839th 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. 842nd Transportation Battalion
    The 842nd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies, particularly in port and terminal 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: 839th Transportation Battalion
Triple: [598th Transportation Brigade, subordinateUnit, 839th Transportation Battalion]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 839th Transportation Battalion
Target entity description: 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.
  • 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. 842nd Transportation Battalion
    The 842nd Transportation Battalion is a U.S. Army transportation unit responsible for managing and coordinating the movement of military personnel, equipment, and supplies, particularly in port and terminal 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b520ea088190b74903f1e1ba49e2 completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349a6601c819080c973bb0d4af439 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034bccb130819083c121e046eeb013 completed May 12, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_6a034c3e28508190b638984e08898ed5 completed May 12, 2026, 3:50 p.m.
Created at: April 10, 2026, 10:24 a.m.