Triple

T1609436
Position Surface form Disambiguated ID Type / Status
Subject Texas A&M Corps of Cadets E34582 entity
Predicate worksWith P398 FINISHED
Object Marine Corps option ROTC
Marine Corps option ROTC is a college-based officer training program that prepares students to commission as officers in the United States Marine Corps.
 E183041 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 option ROTC | Statement: [Texas A&M Corps of Cadets, worksWith, Marine Corps option ROTC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marine Corps option ROTC
Context triple: [Texas A&M Corps of Cadets, worksWith, Marine Corps option ROTC]
  • A. Army ROTC
    Army ROTC is a college-based officer training program that prepares students to become commissioned officers in the United States Army through a combination of academic coursework, leadership development, and military training.
  • B. Air Force ROTC
    Air Force ROTC is a U.S. college-based officer training program that prepares students to become commissioned officers in the United States Air Force and Space Force.
  • C. Air Force Junior ROTC
    Air Force Junior ROTC is a high school–level U.S. Air Force–sponsored leadership and citizenship program that teaches aerospace science, discipline, and community service to students.
  • D. Marine Corps Combat Service Support Schools
    Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
  • E. Marine Corps University
    Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
  • 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 option ROTC
Triple: [Texas A&M Corps of Cadets, worksWith, Marine Corps option ROTC]
Generated description
Marine Corps option ROTC is a college-based officer training program that prepares students to commission as officers in the United States Marine Corps.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marine Corps option ROTC
Target entity description: Marine Corps option ROTC is a college-based officer training program that prepares students to commission as officers in the United States Marine Corps.
  • A. Army ROTC
    Army ROTC is a college-based officer training program that prepares students to become commissioned officers in the United States Army through a combination of academic coursework, leadership development, and military training.
  • B. Air Force ROTC
    Air Force ROTC is a U.S. college-based officer training program that prepares students to become commissioned officers in the United States Air Force and Space Force.
  • C. Air Force Junior ROTC
    Air Force Junior ROTC is a high school–level U.S. Air Force–sponsored leadership and citizenship program that teaches aerospace science, discipline, and community service to students.
  • D. Marine Corps Combat Service Support Schools
    Marine Corps Combat Service Support Schools is a U.S. Marine Corps training command that provides specialized education and instruction in logistics and combat service support disciplines for Marines.
  • E. Marine Corps University
    Marine Corps University is a professional military education institution of the United States Marine Corps that provides advanced leadership, warfighting, and strategic studies programs for Marines and other military personnel.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa622a84548190a66d45eec70f9b85 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51c2f038819093690bff46056939 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad52ebf6a08190b870e3e02d22ea69 completed March 8, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69ad5341856881909a31b4cee958e843 completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.