Triple

T3270171
Position Surface form Disambiguated ID Type / Status
Subject 3rd Marine Logistics Group E68626 entity
Predicate subordinateUnit P258 FINISHED
Object 3rd Dental Battalion
The 3rd Dental Battalion is a United States Marine Corps unit that provides comprehensive dental care and oral health support to Marines and sailors, primarily in the Asia-Pacific region.
E343534 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: 3rd Dental Battalion | Statement: [3rd Marine Logistics Group, subordinateUnit, 3rd Dental Battalion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 3rd Dental Battalion
Context triple: [3rd Marine Logistics Group, subordinateUnit, 3rd Dental Battalion]
  • A. 1st Dental Battalion
    The 1st Dental Battalion is a United States Marine Corps unit that provides comprehensive dental care and oral health support to Marines and sailors in garrison and deployed environments.
  • B. 3rd Medical Battalion
    The 3rd Medical Battalion is a United States Marine Corps unit that provides medical support and health services to Marine forces, particularly within the Asia-Pacific region.
  • 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. 3rd Ranger Battalion
    The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
  • E. 3rd Battalion, 121st Infantry Regiment
    The 3rd Battalion, 121st Infantry Regiment is a Georgia Army National Guard infantry battalion that provides trained combat forces for state and federal missions.
  • 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: 3rd Dental Battalion
Triple: [3rd Marine Logistics Group, subordinateUnit, 3rd Dental Battalion]
Generated description
The 3rd Dental Battalion is a United States Marine Corps unit that provides comprehensive dental care and oral health support to Marines and sailors, primarily in the Asia-Pacific region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 3rd Dental Battalion
Target entity description: The 3rd Dental Battalion is a United States Marine Corps unit that provides comprehensive dental care and oral health support to Marines and sailors, primarily in the Asia-Pacific region.
  • A. 1st Dental Battalion
    The 1st Dental Battalion is a United States Marine Corps unit that provides comprehensive dental care and oral health support to Marines and sailors in garrison and deployed environments.
  • B. 3rd Medical Battalion
    The 3rd Medical Battalion is a United States Marine Corps unit that provides medical support and health services to Marine forces, particularly within the Asia-Pacific region.
  • 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. 3rd Ranger Battalion
    The 3rd Ranger Battalion is an elite U.S. Army light infantry unit within the 75th Ranger Regiment, specializing in airborne, direct action, and special operations missions.
  • E. 3rd Battalion, 121st Infantry Regiment
    The 3rd Battalion, 121st Infantry Regiment is a Georgia Army National Guard infantry battalion that provides trained combat forces for state and federal missions.
  • 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_69ad859b54f881909bf530d549caf2fd completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adaff349148190beae8c0994b7ad83 completed March 8, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e83e11f081909d64287c0902124a completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e92d82f481908106529a75fe9273 completed March 12, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69b2e986dcc88190bd3daa6c6fdcb50e completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:09 p.m.