Triple

T19113522
Position Surface form Disambiguated ID Type / Status
Subject United States Army Engineer School E467848 entity
Predicate abbreviation P43 FINISHED
Object USAES
USAES is the United States Army’s training and doctrine institution responsible for educating and developing military engineers in combat, construction, and support engineering roles.
E1360277 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: USAES | Statement: [United States Army Engineer School, abbreviation, USAES]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USAES
Context triple: [United States Army Engineer School, abbreviation, USAES]
  • A. USAAS
    USAAS is the abbreviation for the United States Army Airborne School, the institution responsible for training military personnel in parachute and airborne operations.
  • B. USAIS
    USAIS is the U.S. Army’s primary institution for training, educating, and developing infantry soldiers and leaders.
  • C. USASA
    The USASA (United States Adult Soccer Association) is the national governing body for adult amateur soccer in the United States, organizing regional and national competitions and serving as a key pathway into tournaments like the U.S. Open Cup.
  • D. AUSA
    AUSA is the abbreviated name of Almacenes Universales S.A., a commercial company likely involved in warehousing, logistics, or retail operations.
  • E. USAP
    USAP is the acronym for the United States Antarctic Program, the U.S. government initiative that supports and manages scientific research and logistics in Antarctica.
  • 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: USAES
Triple: [United States Army Engineer School, abbreviation, USAES]
Generated description
USAES is the United States Army’s training and doctrine institution responsible for educating and developing military engineers in combat, construction, and support engineering roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USAES
Target entity description: USAES is the United States Army’s training and doctrine institution responsible for educating and developing military engineers in combat, construction, and support engineering roles.
  • A. USAAS
    USAAS is the abbreviation for the United States Army Airborne School, the institution responsible for training military personnel in parachute and airborne operations.
  • B. USAIS
    USAIS is the U.S. Army’s primary institution for training, educating, and developing infantry soldiers and leaders.
  • C. USASA
    The USASA (United States Adult Soccer Association) is the national governing body for adult amateur soccer in the United States, organizing regional and national competitions and serving as a key pathway into tournaments like the U.S. Open Cup.
  • D. AUSA
    AUSA is the abbreviated name of Almacenes Universales S.A., a commercial company likely involved in warehousing, logistics, or retail operations.
  • E. USAP
    USAP is the acronym for the United States Antarctic Program, the U.S. government initiative that supports and manages scientific research and logistics in Antarctica.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e39617408190b5134918f54f9c52 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e66ffaf481909c31c007cb165147 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e9cc2f90819082679876c6a713b5 completed May 14, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_6a06ee0aa8748190bf2ac6740f47c591 completed May 15, 2026, 9:57 a.m.
Created at: April 10, 2026, 12:05 p.m.