Triple

T15162097
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps schools E362243 entity
Predicate abbreviation P43 FINISHED
Object TECOM schools
TECOM schools are United States Marine Corps training and education institutions overseen by the Training and Education Command that prepare Marines in a wide range of military specialties and leadership skills.
E93928 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: TECOM schools | Statement: [United States Marine Corps schools, abbreviation, TECOM schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TECOM schools
Context triple: [United States Marine Corps schools, abbreviation, TECOM schools]
  • A. 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.
  • B. Army NCO School
    The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
  • C. U.S. Army Transportation School
    The U.S. Army Transportation School is the Army’s primary training and doctrine institution for transportation and logistics professionals, responsible for developing the skills and concepts that support military mobility and sustainment operations.
  • D. Joint Training Directorate
    The Joint Training Directorate is a division within Joint Forces Command responsible for planning, coordinating, and overseeing joint military training and exercises across multiple service branches.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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: TECOM schools
Triple: [United States Marine Corps schools, abbreviation, TECOM schools]
Generated description
TECOM schools are United States Marine Corps training and education institutions overseen by the Training and Education Command that prepare Marines in a wide range of military specialties and leadership skills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TECOM schools
Target entity description: TECOM schools are United States Marine Corps training and education institutions overseen by the Training and Education Command that prepare Marines in a wide range of military specialties and leadership skills.
  • A. Marine Corps Combat Service Support Schools chosen
    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.
  • B. Army NCO School
    The Army NCO School is a Danish Army training institution responsible for educating and developing non-commissioned officers for leadership roles.
  • C. U.S. Army Transportation School
    The U.S. Army Transportation School is the Army’s primary training and doctrine institution for transportation and logistics professionals, responsible for developing the skills and concepts that support military mobility and sustainment operations.
  • D. Joint Training Directorate
    The Joint Training Directorate is a division within Joint Forces Command responsible for planning, coordinating, and overseeing joint military training and exercises across multiple service branches.
  • E. U.S. Army Signal School
    The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
  • 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_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.