Triple

T4403830
Position Surface form Disambiguated ID Type / Status
Subject M1097 E93678 entity
Predicate hasVariant P455 FINISHED
Object M1097A1
The M1097A1 is an upgraded variant of the U.S. military’s HMMWV (Humvee) series, featuring improved payload capacity and performance over earlier models.
E437833 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: M1097A1 | Statement: [M1097, hasVariant, M1097A1]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M1097A1
Context triple: [M1097, hasVariant, M1097A1]
  • A. M728 Combat Engineer Vehicle
    The M728 Combat Engineer Vehicle is a U.S. Army armored engineering vehicle based on the M60 tank chassis, equipped with a dozer blade, winch, and demolition gun for breaching, obstacle removal, and combat engineering tasks.
  • B. M109 self-propelled howitzer
    The M109 self-propelled howitzer is a U.S.-designed, tracked 155 mm artillery system widely used by NATO and allied armies for mobile, armored fire support.
  • C. M113 armoured personnel carrier
    The M113 armoured personnel carrier is a widely used, fully tracked armored vehicle designed to transport infantry safely on the battlefield and has seen extensive service in numerous armies worldwide since the 1960s.
  • D. Light Armored Vehicle-25
    The Light Armored Vehicle-25 (LAV-25) is an eight-wheeled, amphibious armored reconnaissance vehicle used primarily by the U.S. Marine Corps, armed with a 25 mm chain gun and designed for high mobility and rapid deployment.
  • E. M151 MUTT
    The M151 MUTT is a lightweight, four-wheel-drive military utility vehicle used extensively by the U.S. armed forces from the late 1950s through the 1980s before being succeeded by more modern tactical vehicles.
  • 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: M1097A1
Triple: [M1097, hasVariant, M1097A1]
Generated description
The M1097A1 is an upgraded variant of the U.S. military’s HMMWV (Humvee) series, featuring improved payload capacity and performance over earlier models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M1097A1
Target entity description: The M1097A1 is an upgraded variant of the U.S. military’s HMMWV (Humvee) series, featuring improved payload capacity and performance over earlier models.
  • A. M728 Combat Engineer Vehicle
    The M728 Combat Engineer Vehicle is a U.S. Army armored engineering vehicle based on the M60 tank chassis, equipped with a dozer blade, winch, and demolition gun for breaching, obstacle removal, and combat engineering tasks.
  • B. M109 self-propelled howitzer
    The M109 self-propelled howitzer is a U.S.-designed, tracked 155 mm artillery system widely used by NATO and allied armies for mobile, armored fire support.
  • C. M113 armoured personnel carrier
    The M113 armoured personnel carrier is a widely used, fully tracked armored vehicle designed to transport infantry safely on the battlefield and has seen extensive service in numerous armies worldwide since the 1960s.
  • D. Light Armored Vehicle-25
    The Light Armored Vehicle-25 (LAV-25) is an eight-wheeled, amphibious armored reconnaissance vehicle used primarily by the U.S. Marine Corps, armed with a 25 mm chain gun and designed for high mobility and rapid deployment.
  • E. M151 MUTT
    The M151 MUTT is a lightweight, four-wheel-drive military utility vehicle used extensively by the U.S. armed forces from the late 1950s through the 1980s before being succeeded by more modern tactical vehicles.
  • 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b352d1af608190ac06d50433cf24bb completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5f6016bd881908099c4a9ab972580 completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f689da008190ae5bd42af1f95bfa completed March 15, 2026, midnight
NED2 Entity disambiguation (via description) batch_69b5f72f5dac819081f98d835c467aca completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:28 p.m.