Triple

T14836409
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Medical Materiel Agency E348842 entity
Predicate abbreviation P43 FINISHED
Object USAMMA
USAMMA is a U.S. Army organization responsible for managing, distributing, and sustaining medical equipment and supplies to support military healthcare operations worldwide.
 E1122192 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: USAMMA | Statement: [U.S. Army Medical Materiel Agency, abbreviation, USAMMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USAMMA
Context triple: [U.S. Army Medical Materiel Agency, abbreviation, USAMMA]
  • A. 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.
  • B. USMIA
    USMIA is the UN/LOCODE identifier for the port and transport hub of Miami in the United States.
  • C. USASMDC
    USASMDC is a major U.S. Army command responsible for space operations, missile defense, and related research and development to support national defense.
  • D. USAAS
    USAAS is the abbreviation for the United States Army Airborne School, the institution responsible for training military personnel in parachute and airborne operations.
  • E. USCM
    USCM is the commonly used abbreviation for the United States Conference of Mayors, a national organization representing the interests of cities and their mayors across 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: USAMMA
Triple: [U.S. Army Medical Materiel Agency, abbreviation, USAMMA]
Generated description
USAMMA is a U.S. Army organization responsible for managing, distributing, and sustaining medical equipment and supplies to support military healthcare operations worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USAMMA
Target entity description: USAMMA is a U.S. Army organization responsible for managing, distributing, and sustaining medical equipment and supplies to support military healthcare operations worldwide.
  • A. 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.
  • B. USMIA
    USMIA is the UN/LOCODE identifier for the port and transport hub of Miami in the United States.
  • C. USASMDC
    USASMDC is a major U.S. Army command responsible for space operations, missile defense, and related research and development to support national defense.
  • D. USAAS
    USAAS is the abbreviation for the United States Army Airborne School, the institution responsible for training military personnel in parachute and airborne operations.
  • E. USCM
    USCM is the commonly used abbreviation for the United States Conference of Mayors, a national organization representing the interests of cities and their mayors across the United States.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded076ac9c8190a05cabec5e87d207 completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe38a5d8888190821988ad00351d05 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3c99aae48190be6a4bd5914217f3 completed May 8, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_69fe3d0122bc8190baa8c694ade8cc26 completed May 8, 2026, 7:44 p.m.
Created at: April 10, 2026, 1:52 a.m.