Triple

T19113592
Position Surface form Disambiguated ID Type / Status
Subject United States Army Military Police School E467850 entity
Predicate shortName P43 FINISHED
Object USAMPS
USAMPS is the United States Army’s primary training and doctrine institution for military police, responsible for developing law enforcement, security, and detention operations capabilities.
 E1360280 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: USAMPS | Statement: [United States Army Military Police School, shortName, USAMPS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USAMPS
Context triple: [United States Army Military Police School, shortName, USAMPS]
  • A. USAMMA
    USAMMA is a U.S. Army organization responsible for managing, distributing, and sustaining medical equipment and supplies to support military healthcare operations worldwide.
  • B. USAMRAA
    USAMRAA is the U.S. Army’s primary contracting and grants organization that manages medical research acquisition and funding for military and related health programs.
  • C. USAC
    USAC is the Universidad de San Carlos de Guatemala, the main public and oldest university in Guatemala and one of the oldest in the Americas.
  • D. USAC
    USAC (the Universal Service Administrative Company) is a nonprofit organization that administers the U.S. Universal Service Fund programs that support affordable telecommunications and broadband access.
  • E. USAC
    USAC is the commonly used abbreviation for USA Cycling, the national governing body for bicycle racing in the United States.
  • 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: USAMPS
Triple: [United States Army Military Police School, shortName, USAMPS]
Generated description
USAMPS is the United States Army’s primary training and doctrine institution for military police, responsible for developing law enforcement, security, and detention operations capabilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USAMPS
Target entity description: USAMPS is the United States Army’s primary training and doctrine institution for military police, responsible for developing law enforcement, security, and detention operations capabilities.
  • A. USAMMA
    USAMMA is a U.S. Army organization responsible for managing, distributing, and sustaining medical equipment and supplies to support military healthcare operations worldwide.
  • B. USAMRAA
    USAMRAA is the U.S. Army’s primary contracting and grants organization that manages medical research acquisition and funding for military and related health programs.
  • C. USAC
    USAC is the Universidad de San Carlos de Guatemala, the main public and oldest university in Guatemala and one of the oldest in the Americas.
  • D. USAC
    USAC is the commonly used abbreviation for USA Cycling, the national governing body for bicycle racing in the United States.
  • E. USAC
    USAC (the Universal Service Administrative Company) is a nonprofit organization that administers the U.S. Universal Service Fund programs that support affordable telecommunications and broadband access.
  • 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.