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.