Triple

T11273493
Position Surface form Disambiguated ID Type / Status
Subject 2d MLG E266870 entity
Predicate hasComponent P35 FINISHED
Object 2d Maintenance Battalion
The 2d Maintenance Battalion is a United States Marine Corps logistics unit responsible for providing intermediate-level maintenance and repair support to forces within the 2d Marine Logistics Group.
 E916267 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: 2d Maintenance Battalion | Statement: [2d MLG, hasComponent, 2d Maintenance Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 2d Maintenance Battalion
Context triple: [2d MLG, hasComponent, 2d Maintenance Battalion]
  • A. 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.
  • B. 2nd Recruit Training Battalion
    The 2nd Recruit Training Battalion is a primary training unit within the U.S. Marine Corps responsible for transforming new enlistees into basic Marines through intensive boot camp instruction.
  • C. 2nd Combat Engineer Battalion
    The 2nd Combat Engineer Battalion is a United States Marine Corps unit that provides combat engineering support—including mobility, counter-mobility, and survivability operations—to Marine air-ground task forces.
  • D. 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.
  • E. 62nd Engineer Battalion
    The 62nd Engineer Battalion is a U.S. Army engineer unit that provides combat and construction engineering support, including mobility, counter-mobility, and survivability operations for military forces.
  • 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: 2d Maintenance Battalion
Triple: [2d MLG, hasComponent, 2d Maintenance Battalion]
Generated description
The 2d Maintenance Battalion is a United States Marine Corps logistics unit responsible for providing intermediate-level maintenance and repair support to forces within the 2d Marine Logistics Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 2d Maintenance Battalion
Target entity description: The 2d Maintenance Battalion is a United States Marine Corps logistics unit responsible for providing intermediate-level maintenance and repair support to forces within the 2d Marine Logistics Group.
  • A. 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.
  • B. 2nd Recruit Training Battalion
    The 2nd Recruit Training Battalion is a primary training unit within the U.S. Marine Corps responsible for transforming new enlistees into basic Marines through intensive boot camp instruction.
  • C. 2nd Combat Engineer Battalion
    The 2nd Combat Engineer Battalion is a United States Marine Corps unit that provides combat engineering support—including mobility, counter-mobility, and survivability operations—to Marine air-ground task forces.
  • D. 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.
  • E. 62nd Engineer Battalion
    The 62nd Engineer Battalion is a U.S. Army engineer unit that provides combat and construction engineering support, including mobility, counter-mobility, and survivability operations for military forces.
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e965c9048190804ebb48f0a4817b completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4f43633948190b86f5603ac50ec47 completed April 19, 2026, 3:26 p.m.
NEDg Description generation batch_69e4f9596e1081908e7b319f77453438 completed April 19, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69e4ff5881b8819080f9662a0c2d486d completed April 19, 2026, 4:14 p.m.
Created at: April 8, 2026, 9:31 p.m.