Triple

T3588251
Position Surface form Disambiguated ID Type / Status
Subject National Defense Act of 1916 E75962 entity
Predicate abbreviation P43 FINISHED
Object ROTC
ROTC (Reserve Officers' Training Corps) is a U.S. college-based program that trains students to become commissioned officers in the armed forces while they complete their undergraduate education.
 E371610 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: ROTC | Statement: [National Defense Act of 1916, abbreviation, ROTC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ROTC
Context triple: [National Defense Act of 1916, abbreviation, 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. Navy ROTC
    Navy ROTC is a U.S. military officer training program for college students that prepares them for commissioning into the Navy or Marine Corps while they complete their undergraduate degrees.
  • D. 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.
  • E. Corps of Cadets
    The Corps of Cadets is the organized student military body at The Citadel that lives under a disciplined, regimented system of leadership training and academic study.
  • 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: ROTC
Triple: [National Defense Act of 1916, abbreviation, ROTC]
Generated description
ROTC (Reserve Officers' Training Corps) is a U.S. college-based program that trains students to become commissioned officers in the armed forces while they complete their undergraduate education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ROTC
Target entity description: ROTC (Reserve Officers' Training Corps) is a U.S. college-based program that trains students to become commissioned officers in the armed forces while they complete their undergraduate education.
  • 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. Navy ROTC
    Navy ROTC is a U.S. military officer training program for college students that prepares them for commissioning into the Navy or Marine Corps while they complete their undergraduate degrees.
  • D. 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.
  • E. Corps of Cadets
    The Corps of Cadets is the organized student military body at The Citadel that lives under a disciplined, regimented system of leadership training and academic study.
  • 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_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc13b2970819084181425b01f9595 completed March 8, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b40304a2e08190bcf25ddaf2bc5a2a completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b406f095488190b4543fa8008fe86c completed March 13, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69b40872099c81909bc3531bea77f875 completed March 13, 2026, 12:52 p.m.
Created at: March 8, 2026, 3:22 p.m.