Triple

T11414280
Position Surface form Disambiguated ID Type / Status
Subject 4th Marine Logistics Group E270448 entity
Predicate subordinateUnit P258 FINISHED
Object 4th Maintenance Battalion
The 4th Maintenance Battalion is a United States Marine Corps Reserve unit responsible for providing intermediate-level maintenance support to Marine forces, particularly within the 4th Marine Logistics Group.
 E924325 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: 4th Maintenance Battalion | Statement: [4th Marine Logistics Group, subordinateUnit, 4th Maintenance Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 4th Maintenance Battalion
Context triple: [4th Marine Logistics Group, subordinateUnit, 4th Maintenance Battalion]
  • A. 4th Engineer Battalion
    The 4th Engineer Battalion is a U.S. Army engineer unit that provides combat engineering, mobility, counter-mobility, and survivability support to military operations.
  • B. 1st Maintenance Battalion
    The 1st Maintenance Battalion is a United States Marine Corps logistics unit responsible for providing intermediate-level maintenance support to Marine forces, particularly those within the I Marine Expeditionary Force.
  • C. 3rd Maintenance Battalion
    3rd Maintenance Battalion is a United States Marine Corps unit responsible for providing intermediate-level maintenance and logistical support to Marine forces, particularly within the Pacific theater.
  • D. 2nd Maintenance Battalion
    The 2nd Maintenance Battalion is a United States Marine Corps logistics unit responsible for providing intermediate-level maintenance and repair support to Marine forces, particularly those within the 2nd Marine Logistics Group.
  • E. 4th Ranger Training Battalion
    The 4th Ranger Training Battalion is a U.S. Army unit responsible for conducting a phase of the elite Ranger School, training soldiers in advanced infantry and small-unit tactics.
  • 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: 4th Maintenance Battalion
Triple: [4th Marine Logistics Group, subordinateUnit, 4th Maintenance Battalion]
Generated description
The 4th Maintenance Battalion is a United States Marine Corps Reserve unit responsible for providing intermediate-level maintenance support to Marine forces, particularly within the 4th Marine Logistics Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 4th Maintenance Battalion
Target entity description: The 4th Maintenance Battalion is a United States Marine Corps Reserve unit responsible for providing intermediate-level maintenance support to Marine forces, particularly within the 4th Marine Logistics Group.
  • A. 4th Engineer Battalion
    The 4th Engineer Battalion is a U.S. Army engineer unit that provides combat engineering, mobility, counter-mobility, and survivability support to military operations.
  • B. 1st Maintenance Battalion
    The 1st Maintenance Battalion is a United States Marine Corps logistics unit responsible for providing intermediate-level maintenance support to Marine forces, particularly those within the I Marine Expeditionary Force.
  • C. 3rd Maintenance Battalion
    3rd Maintenance Battalion is a United States Marine Corps unit responsible for providing intermediate-level maintenance and logistical support to Marine forces, particularly within the Pacific theater.
  • D. 2nd Maintenance Battalion
    The 2nd Maintenance Battalion is a United States Marine Corps logistics unit responsible for providing intermediate-level maintenance and repair support to Marine forces, particularly those within the 2nd Marine Logistics Group.
  • E. 4th Ranger Training Battalion
    The 4th Ranger Training Battalion is a U.S. Army unit responsible for conducting a phase of the elite Ranger School, training soldiers in advanced infantry and small-unit tactics.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d801acd9bc81908a23b1b7b4e778d3 completed April 9, 2026, 7:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b86936348190b8fa4125995c2a85 completed April 20, 2026, 5:23 a.m.
NEDg Description generation batch_69e5c28d3824819097ff84cb4e13c923 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c451c6c88190bcbb1f54ede35d29 completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:34 p.m.