Triple

T11273494
Position Surface form Disambiguated ID Type / Status
Subject 2d MLG E266870 entity
Predicate hasComponent P35 FINISHED
Object 2d Marine Logistics Group Headquarters and Service Company
2d Marine Logistics Group Headquarters and Service Company is a U.S. Marine Corps unit that provides command, administrative, and support functions for the 2d Marine Logistics Group.
E53227 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 Marine Logistics Group Headquarters and Service Company | Statement: [2d MLG, hasComponent, 2d Marine Logistics Group Headquarters and Service Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2d Marine Logistics Group Headquarters and Service Company
Context triple: [2d MLG, hasComponent, 2d Marine Logistics Group Headquarters and Service Company]
  • A. 2nd Marine Logistics Group
    The 2nd Marine Logistics Group is a major U.S. Marine Corps unit that provides comprehensive combat service support and logistics capabilities to Marine air-ground task forces, particularly those of II Marine Expeditionary Force.
  • B. 3rd Marine Logistics Group Headquarters Regiment
    The 3rd Marine Logistics Group Headquarters Regiment is a U.S. Marine Corps unit that provides command, control, and administrative support for logistics operations within the 3rd Marine Logistics Group.
  • C. 1st Marine Logistics Group
    The 1st Marine Logistics Group is a major United States Marine Corps unit that provides comprehensive combat service support, including supply, maintenance, transportation, health services, and engineering, to Marine air-ground task forces.
  • D. 3rd Marine Logistics Group
    The 3rd Marine Logistics Group is a United States Marine Corps unit that provides comprehensive combat service support and logistics capabilities to forward-deployed Marine forces in the Indo-Pacific region.
  • E. 2nd Battalion 2nd Marines
    2nd Battalion 2nd Marines is an infantry battalion of the United States Marine Corps known for its combat deployments and role as part of the 2nd Marine Division.
  • 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 Marine Logistics Group Headquarters and Service Company
Triple: [2d MLG, hasComponent, 2d Marine Logistics Group Headquarters and Service Company]
Generated description
2d Marine Logistics Group Headquarters and Service Company is a U.S. Marine Corps unit that provides command, administrative, and support functions for the 2d Marine Logistics Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2d Marine Logistics Group Headquarters and Service Company
Target entity description: 2d Marine Logistics Group Headquarters and Service Company is a U.S. Marine Corps unit that provides command, administrative, and support functions for the 2d Marine Logistics Group.
  • A. 2nd Marine Logistics Group chosen
    The 2nd Marine Logistics Group is a major U.S. Marine Corps unit that provides comprehensive combat service support and logistics capabilities to Marine air-ground task forces, particularly those of II Marine Expeditionary Force.
  • B. 3rd Marine Logistics Group Headquarters Regiment
    The 3rd Marine Logistics Group Headquarters Regiment is a U.S. Marine Corps unit that provides command, control, and administrative support for logistics operations within the 3rd Marine Logistics Group.
  • C. 1st Marine Logistics Group
    The 1st Marine Logistics Group is a major United States Marine Corps unit that provides comprehensive combat service support, including supply, maintenance, transportation, health services, and engineering, to Marine air-ground task forces.
  • D. 3rd Marine Logistics Group
    The 3rd Marine Logistics Group is a United States Marine Corps unit that provides comprehensive combat service support and logistics capabilities to forward-deployed Marine forces in the Indo-Pacific region.
  • E. 2nd Battalion 2nd Marines
    2nd Battalion 2nd Marines is an infantry battalion of the United States Marine Corps known for its combat deployments and role as part of the 2nd Marine Division.
  • F. None of above.

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_69e50a0edcd081908547745d16d643ab completed April 19, 2026, 4:59 p.m.
NEDg Description generation batch_69e510f7bec08190989118b6e4a7fa49 completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e5168c8da0819093bf61d8ea5f9e35 completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:31 p.m.