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.