Triple
T16605804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Army engineering corps |
E403444
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
French Army combined arms brigades
French Army combined arms brigades are versatile, self-sufficient combat formations that integrate infantry, armor, artillery, engineers, and support units to conduct a wide range of military operations.
|
E1223400
|
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: French Army combined arms brigades | Statement: [French Army engineering corps, supports, French Army combined arms brigades]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French Army combined arms brigades Context triple: [French Army engineering corps, supports, French Army combined arms brigades]
-
A.
French Army regiments
French Army regiments are the primary permanent combat and support units of France’s land forces, each with its own history, traditions, and specialized operational role.
-
B.
French Army special forces
The French Army special forces are elite, highly trained ground units of the French Army tasked with conducting high-risk operations such as counterterrorism, reconnaissance, and direct action, often behind enemy lines and under conditions requiring exceptional discretion and capability.
-
C.
French 15th Motorized Infantry Division
The French 15th Motorized Infantry Division was a mechanized formation of the French Army that notably fought in the 1940 Battle of Gembloux during the German invasion of France.
-
D.
French Army Training Command
The French Army Training Command is the central authority responsible for overseeing and coordinating the training, education, and professional development of personnel in the French Army.
-
E.
French Cavalry Corps
The French Cavalry Corps was a major mechanized and horse-mounted formation of the French Army in World War II, noted for its defensive actions during the 1940 German invasion of France and the Low Countries.
- 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: French Army combined arms brigades Triple: [French Army engineering corps, supports, French Army combined arms brigades]
Generated description
French Army combined arms brigades are versatile, self-sufficient combat formations that integrate infantry, armor, artillery, engineers, and support units to conduct a wide range of military operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French Army combined arms brigades Target entity description: French Army combined arms brigades are versatile, self-sufficient combat formations that integrate infantry, armor, artillery, engineers, and support units to conduct a wide range of military operations.
-
A.
French Army regiments
French Army regiments are the primary permanent combat and support units of France’s land forces, each with its own history, traditions, and specialized operational role.
-
B.
French Army special forces
The French Army special forces are elite, highly trained ground units of the French Army tasked with conducting high-risk operations such as counterterrorism, reconnaissance, and direct action, often behind enemy lines and under conditions requiring exceptional discretion and capability.
-
C.
French 15th Motorized Infantry Division
The French 15th Motorized Infantry Division was a mechanized formation of the French Army that notably fought in the 1940 Battle of Gembloux during the German invasion of France.
-
D.
French Army Training Command
The French Army Training Command is the central authority responsible for overseeing and coordinating the training, education, and professional development of personnel in the French Army.
-
E.
French Cavalry Corps
The French Cavalry Corps was a major mechanized and horse-mounted formation of the French Army in World War II, noted for its defensive actions during the 1940 German invasion of France and the Low Countries.
- 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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e36090cf388190b401c55230912104 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0075a8a6248190a9e2bb469d821c66 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a007705f57881908b07a20ae8957c64 |
completed | May 10, 2026, 12:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007b18f0b08190a9ddc6ad7358d6b8 |
completed | May 10, 2026, 12:33 p.m. |
Created at: April 10, 2026, 5:17 a.m.