Triple

T18012490
Position Surface form Disambiguated ID Type / Status
Subject 598th Transportation Brigade E430916 entity
Predicate subordinateUnit P258 FINISHED
Object 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.
E1301734 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: 838th Transportation Battalion | Statement: [598th Transportation Brigade, subordinateUnit, 838th Transportation Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 838th Transportation Battalion
Context triple: [598th Transportation Brigade, subordinateUnit, 838th 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. 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.
  • D. 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.
  • E. 841st Transportation Battalion
    The 841st Transportation Battalion is a U.S. Army unit responsible for managing and coordinating military transportation and logistics 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: 838th Transportation Battalion
Triple: [598th Transportation Brigade, subordinateUnit, 838th Transportation Battalion]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 838th Transportation Battalion
Target entity description: 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.
  • 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. 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.
  • D. 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.
  • E. 841st Transportation Battalion
    The 841st Transportation Battalion is a U.S. Army unit responsible for managing and coordinating military transportation and logistics 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_6a034322df848190a296ad5f5dec41d4 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a03454c6b5c8190b407625a66af2792 completed May 12, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_6a03465cc8848190953289a88a802b19 completed May 12, 2026, 3:25 p.m.
Created at: April 10, 2026, 10:24 a.m.