Triple

T16354521
Position Surface form Disambiguated ID Type / Status
Subject Infantry Training Battalion E397140 entity
Predicate partOf P40 FINISHED
Object School of Infantry
The School of Infantry is a United States Marine Corps training institution responsible for providing advanced combat and field skills instruction to newly trained infantry and non-infantry Marines.
 E90558 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: School of Infantry | Statement: [Infantry Training Battalion, partOf, School of Infantry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Infantry
Context triple: [Infantry Training Battalion, partOf, School of Infantry]
  • A. School of Infantry-East
    School of Infantry-East is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the East Coast.
  • B. U.S. Army Infantry School
    The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
  • C. School of Infantry – West
    School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
  • D. Infantry School Corps
    The Infantry School Corps was the original designation of what became The Royal Canadian Regiment, one of Canada’s oldest and most distinguished regular infantry regiments.
  • E. Sergeants School
    Sergeants School is a Portuguese Army training institution responsible for the education and professional development of non-commissioned officers.
  • 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: School of Infantry
Triple: [Infantry Training Battalion, partOf, School of Infantry]
Generated description
The School of Infantry is a United States Marine Corps training institution responsible for providing advanced combat and field skills instruction to newly trained infantry and non-infantry Marines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Infantry
Target entity description: The School of Infantry is a United States Marine Corps training institution responsible for providing advanced combat and field skills instruction to newly trained infantry and non-infantry Marines.
  • A. School of Infantry-East chosen
    School of Infantry-East is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the East Coast.
  • B. U.S. Army Infantry School
    The U.S. Army Infantry School is the primary institution responsible for developing, educating, and training soldiers and leaders in infantry tactics, doctrine, and skills for the United States Army.
  • C. School of Infantry – West
    School of Infantry – West is a major U.S. Marine Corps training command that provides entry-level and advanced infantry instruction to Marines on the West Coast.
  • D. Infantry School Corps
    The Infantry School Corps was the original designation of what became The Royal Canadian Regiment, one of Canada’s oldest and most distinguished regular infantry regiments.
  • E. Sergeants School
    Sergeants School is a Portuguese Army training institution responsible for the education and professional development of non-commissioned officers.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2facd80dc8190b08f0eecbf787240 completed April 18, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00355a7fb481908ed33a86c880fd49 completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a0036f14bfc81909ea14a333c296187 completed May 10, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a003785b9d881908049867524345e06 completed May 10, 2026, 7:45 a.m.
Created at: April 10, 2026, 5:07 a.m.