Triple

T21557422
Position Surface form Disambiguated ID Type / Status
Subject Transportation School E531929 entity
Predicate abbreviation P43 FINISHED
Object USATSCH
USATSCH is the acronym for the United States Army Transportation School, the Army’s primary institution for training and developing transportation and logistics professionals.
 E1490181 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: USATSCH | Statement: [Transportation School, abbreviation, USATSCH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USATSCH
Context triple: [Transportation School, abbreviation, USATSCH]
  • A. USAR
    USAR is the commonly used abbreviation for the United States Army Reserve, the federal reserve force of the U.S. Army composed of part-time soldiers who support active-duty operations.
  • B. USACH
    USACH is the abbreviation for the United States Army Chaplain Corps, the branch responsible for providing religious support and spiritual care to Army personnel.
  • C. USAG
    USAG is the commonly used abbreviation for USA Gymnastics, the national governing body for gymnastics in the United States.
  • D. USCT
    USCT refers to the United States Colored Troops, the regiments of African American (and some Native American) soldiers who served in the Union Army during the American Civil War.
  • E. USARC
    USARC is the headquarters organization that commands, controls, and supports the operational readiness of the United States Army Reserve.
  • 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: USATSCH
Triple: [Transportation School, abbreviation, USATSCH]
Generated description
USATSCH is the acronym for the United States Army Transportation School, the Army’s primary institution for training and developing transportation and logistics professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USATSCH
Target entity description: USATSCH is the acronym for the United States Army Transportation School, the Army’s primary institution for training and developing transportation and logistics professionals.
  • A. USAR
    USAR is the commonly used abbreviation for the United States Army Reserve, the federal reserve force of the U.S. Army composed of part-time soldiers who support active-duty operations.
  • B. USACH
    USACH is the abbreviation for the United States Army Chaplain Corps, the branch responsible for providing religious support and spiritual care to Army personnel.
  • C. USAG
    USAG is the commonly used abbreviation for USA Gymnastics, the national governing body for gymnastics in the United States.
  • D. USCT
    USCT refers to the United States Colored Troops, the regiments of African American (and some Native American) soldiers who served in the Union Army during the American Civil War.
  • E. USARC
    USARC is the headquarters organization that commands, controls, and supports the operational readiness of the United States Army Reserve.
  • 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_69e0c460232c81908de2c3819d17c00e completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eed2e04b048190ac3a9913094b4625 completed April 27, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09eee7651081909a7d940d6fa38f4a completed May 17, 2026, 4:37 p.m.
NEDg Description generation batch_6a09efe751608190888089bd14b894da completed May 17, 2026, 4:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09f07a090c8190aead09c3b06e0e34 completed May 17, 2026, 4:44 p.m.
Created at: April 16, 2026, 6:29 p.m.