Triple

T15162102
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps schools E362243 entity
Predicate studentBody P48 FINISHED
Object Marine Corps warrant officers
Marine Corps warrant officers are highly specialized technical experts and leaders within the United States Marine Corps who bridge the gap between enlisted Marines and commissioned officers in critical occupational fields.
E1139800 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: Marine Corps warrant officers | Statement: [United States Marine Corps schools, studentBody, Marine Corps warrant officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps warrant officers
Context triple: [United States Marine Corps schools, studentBody, Marine Corps warrant officers]
  • A. Navy warrant officers
    Navy warrant officers are highly skilled technical specialists and leaders in the U.S. Navy who bridge the gap between enlisted personnel and commissioned officers in specific occupational fields.
  • B. U.S. Army warrant officers
    U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
  • C. Marine Corps officers
    Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
  • D. Marine Corps Chief Warrant Officer 3 (W-3)
    Marine Corps Chief Warrant Officer 3 (W-3) is a mid-level technical and tactical expert in the U.S. Marine Corps warrant officer ranks, serving as a specialized leader and advisor within their occupational field.
  • E. U.S. Navy warrant officer community
    The U.S. Navy warrant officer community is a specialized cadre of highly skilled technical experts and leaders who bridge the gap between enlisted sailors and commissioned officers in critical operational and technical fields.
  • 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: Marine Corps warrant officers
Triple: [United States Marine Corps schools, studentBody, Marine Corps warrant officers]
Generated description
Marine Corps warrant officers are highly specialized technical experts and leaders within the United States Marine Corps who bridge the gap between enlisted Marines and commissioned officers in critical occupational fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps warrant officers
Target entity description: Marine Corps warrant officers are highly specialized technical experts and leaders within the United States Marine Corps who bridge the gap between enlisted Marines and commissioned officers in critical occupational fields.
  • A. Navy warrant officers
    Navy warrant officers are highly skilled technical specialists and leaders in the U.S. Navy who bridge the gap between enlisted personnel and commissioned officers in specific occupational fields.
  • B. U.S. Army warrant officers
    U.S. Army warrant officers are highly specialized technical experts and leaders who occupy a unique rank category between enlisted personnel and commissioned officers, focusing on specific fields such as aviation, intelligence, and maintenance.
  • C. Marine Corps officers
    Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
  • D. Marine Corps Chief Warrant Officer 3 (W-3)
    Marine Corps Chief Warrant Officer 3 (W-3) is a mid-level technical and tactical expert in the U.S. Marine Corps warrant officer ranks, serving as a specialized leader and advisor within their occupational field.
  • E. U.S. Navy warrant officer community
    The U.S. Navy warrant officer community is a specialized cadre of highly skilled technical experts and leaders who bridge the gap between enlisted sailors and commissioned officers in critical operational and technical fields.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0060f2efc8190aa0eb5fb8d4ce085 completed April 15, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69febffc94e48190844e226c245a9ce3 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec1b27c5c8190b3b81cd10b11e973 completed May 9, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69fec24105a48190a698de2b380f4dbc completed May 9, 2026, 5:12 a.m.
Created at: April 10, 2026, 3:08 a.m.