Triple

T14133564
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Medical Research Acquisition Activity E350229 entity
Predicate abbreviation P43 FINISHED
Object 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.
E1082683 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: USAMRAA | Statement: [U.S. Army Medical Research Acquisition Activity, abbreviation, USAMRAA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USAMRAA
Context triple: [U.S. Army Medical Research Acquisition Activity, abbreviation, USAMRAA]
  • A. USAf
    USAf is the commonly used abbreviation for Universities South Africa, the representative body for public universities in South Africa.
  • B. USAV
    USAV is the German-language abbreviation for Switzerland’s Federal Food Safety and Veterinary Office, the national authority responsible for food safety, animal health, and animal welfare.
  • 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. USAP
    USAP is a professional rugby union club based in Perpignan, France, known for its rich history and passionate Catalan identity.
  • E. USASOC
    USASOC is the U.S. Army’s major command responsible for overseeing and coordinating all Army special operations forces, including units like the Green Berets, Rangers, and special operations aviation.
  • 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: USAMRAA
Triple: [U.S. Army Medical Research Acquisition Activity, abbreviation, USAMRAA]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USAMRAA
Target entity description: 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.
  • A. USAf
    USAf is the commonly used abbreviation for Universities South Africa, the representative body for public universities in South Africa.
  • B. USAV
    USAV is the German-language abbreviation for Switzerland’s Federal Food Safety and Veterinary Office, the national authority responsible for food safety, animal health, and animal welfare.
  • 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. USAP
    USAP is a professional rugby union club based in Perpignan, France, known for its rich history and passionate Catalan identity.
  • E. USASOC
    USASOC is the U.S. Army’s major command responsible for overseeing and coordinating all Army special operations forces, including units like the Green Berets, Rangers, and special operations aviation.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de610cece88190b4a86500677e5938 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf1288b48190a382732fac13aaf7 completed May 7, 2026, 6:50 p.m.
NEDg Description generation batch_69fce0dec2488190be9c24d3744e7243 completed May 7, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69fce206b0588190a0f4b24231d3c365 completed May 7, 2026, 7:03 p.m.
Created at: April 9, 2026, 11:40 p.m.