Triple
T410830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heer |
E9485
|
entity |
| Predicate | usedEquipment |
P2728
|
FINISHED |
| Object |
StuG III assault gun
The StuG III assault gun was a German World War II armored fighting vehicle based on the Panzer III chassis, primarily used as a turretless, low-profile tank destroyer and infantry support weapon.
|
E53237
|
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: StuG III assault gun | Statement: [Heer, usedEquipment, StuG III assault gun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: StuG III assault gun Context triple: [Heer, usedEquipment, StuG III assault gun]
-
A.
Sd.Kfz. 251 half-tracks
The Sd.Kfz. 251 was a German World War II armored half-track personnel carrier widely used by Wehrmacht and Panzergrenadier units for transporting infantry into battle.
-
B.
Centauro tank destroyer
The Centauro tank destroyer is an Italian-designed wheeled armored fighting vehicle equipped with a powerful tank gun, used primarily for mobile anti-tank and reconnaissance roles.
-
C.
Panzer IV tanks
Panzer IV tanks were versatile German medium tanks of World War II, widely used on all fronts and serving as the backbone of the Wehrmacht’s armored forces.
-
D.
Panther tank
The Panther tank was a German World War II medium tank renowned for its powerful gun, sloped armor, and balance of firepower and mobility, making it one of the most formidable armored vehicles of the war.
-
E.
Tiger I tank
The Tiger I tank was a heavily armored and powerfully armed German heavy tank of World War II, renowned for its battlefield dominance and mechanical complexity.
- 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: StuG III assault gun Triple: [Heer, usedEquipment, StuG III assault gun]
Generated description
The StuG III assault gun was a German World War II armored fighting vehicle based on the Panzer III chassis, primarily used as a turretless, low-profile tank destroyer and infantry support weapon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: StuG III assault gun Target entity description: The StuG III assault gun was a German World War II armored fighting vehicle based on the Panzer III chassis, primarily used as a turretless, low-profile tank destroyer and infantry support weapon.
-
A.
Sd.Kfz. 251 half-tracks
The Sd.Kfz. 251 was a German World War II armored half-track personnel carrier widely used by Wehrmacht and Panzergrenadier units for transporting infantry into battle.
-
B.
Centauro tank destroyer
The Centauro tank destroyer is an Italian-designed wheeled armored fighting vehicle equipped with a powerful tank gun, used primarily for mobile anti-tank and reconnaissance roles.
-
C.
Panzer IV tanks
Panzer IV tanks were versatile German medium tanks of World War II, widely used on all fronts and serving as the backbone of the Wehrmacht’s armored forces.
-
D.
Panther tank
The Panther tank was a German World War II medium tank renowned for its powerful gun, sloped armor, and balance of firepower and mobility, making it one of the most formidable armored vehicles of the war.
-
E.
Tiger I tank
The Tiger I tank was a heavily armored and powerfully armed German heavy tank of World War II, renowned for its battlefield dominance and mechanical complexity.
- 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_69a2e80111fc8190961d5b7c6154123f |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ee2d6fe481908ff70ab7d043bb3e |
completed | Feb. 28, 2026, 1:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a42541cbe88190a35797797c17f3a1 |
completed | March 1, 2026, 11:38 a.m. |
| NEDg | Description generation | batch_69a425ea176c8190a4f8197d779cbc94 |
completed | March 1, 2026, 11:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a42636b9cc8190a7bf2b16ef3f2a33 |
completed | March 1, 2026, 11:42 a.m. |
Created at: Feb. 28, 2026, 1:09 p.m.