Triple

T19114657
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Marksmanship Unit E467876 entity
Predicate abbreviation P43 FINISHED
Object USAMU
USAMU is an elite U.S. Army unit specializing in competitive shooting, marksmanship training, and firearms expertise.
 E1360306 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: USAMU | Statement: [U.S. Army Marksmanship Unit, abbreviation, USAMU]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USAMU
Context triple: [U.S. Army Marksmanship Unit, abbreviation, USAMU]
  • 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. 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.
  • C. USMCR
    USMCR is the reserve component of the United States Marine Corps, composed of part-time Marines who support and augment active-duty forces during operations and emergencies.
  • D. USARC
    USARC is the headquarters organization that commands, controls, and supports the operational readiness of the United States Army Reserve.
  • E. USO
    USO is the commonly used abbreviation for US Orléans, a French professional football club based in Orléans.
  • 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: USAMU
Triple: [U.S. Army Marksmanship Unit, abbreviation, USAMU]
Generated description
USAMU is an elite U.S. Army unit specializing in competitive shooting, marksmanship training, and firearms expertise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USAMU
Target entity description: USAMU is an elite U.S. Army unit specializing in competitive shooting, marksmanship training, and firearms expertise.
  • 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. 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.
  • C. USMCR
    USMCR is the reserve component of the United States Marine Corps, composed of part-time Marines who support and augment active-duty forces during operations and emergencies.
  • D. USARC
    USARC is the headquarters organization that commands, controls, and supports the operational readiness of the United States Army Reserve.
  • E. USO
    USO is the commonly used abbreviation for US Orléans, a French professional football club based in Orléans.
  • 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_69e5e39736588190b80ddef77101641a 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.