Triple
T500074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Armed Forces |
E10380
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Direction générale de l’armement
The Direction générale de l’armement is the French government agency responsible for designing, procuring, and overseeing the development of military equipment and defense technology.
|
E62637
|
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: Direction générale de l’armement | Statement: [French Armed Forces, hasBranch, Direction générale de l’armement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Direction générale de l’armement Context triple: [French Armed Forces, hasBranch, Direction générale de l’armement]
-
A.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
B.
Ministry of the Armed Forces of France
The Ministry of the Armed Forces of France is the French government department responsible for national defense policy, military planning, and oversight of all branches of the French Armed Forces.
-
C.
Western European Armaments Group
The Western European Armaments Group was a collaborative body within the Western European Union responsible for coordinating defense equipment procurement and armaments cooperation among its member states.
-
D.
Commission d’Organisation des Régions Fortifiées
The Commission d’Organisation des Régions Fortifiées was the French military engineering body responsible for planning and overseeing the construction of the Maginot Line’s fortified regions before World War II.
-
E.
Ministry of Defense of the USSR
The Ministry of Defense of the USSR was the central government body responsible for directing and administering the Soviet Union’s armed forces and overall military policy.
- 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: Direction générale de l’armement Triple: [French Armed Forces, hasBranch, Direction générale de l’armement]
Generated description
The Direction générale de l’armement is the French government agency responsible for designing, procuring, and overseeing the development of military equipment and defense technology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Direction générale de l’armement Target entity description: The Direction générale de l’armement is the French government agency responsible for designing, procuring, and overseeing the development of military equipment and defense technology.
-
A.
National Organization for Military Production
The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
-
B.
Ministry of the Armed Forces of France
The Ministry of the Armed Forces of France is the French government department responsible for national defense policy, military planning, and oversight of all branches of the French Armed Forces.
-
C.
Western European Armaments Group
The Western European Armaments Group was a collaborative body within the Western European Union responsible for coordinating defense equipment procurement and armaments cooperation among its member states.
-
D.
Commission d’Organisation des Régions Fortifiées
The Commission d’Organisation des Régions Fortifiées was the French military engineering body responsible for planning and overseeing the construction of the Maginot Line’s fortified regions before World War II.
-
E.
Ministry of Defense of the USSR
The Ministry of Defense of the USSR was the central government body responsible for directing and administering the Soviet Union’s armed forces and overall military policy.
- 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_69a2e847df8481909239ec08ccf1e376 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f13096248190a622a58dcf540b00 |
completed | Feb. 28, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a48543f1948190b710628bf53cdf01 |
completed | March 1, 2026, 6:28 p.m. |
| NEDg | Description generation | batch_69a48918e1d08190b2f51c0d0510ce15 |
completed | March 1, 2026, 6:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4899415108190b520b8e00fdf00ff |
completed | March 1, 2026, 6:46 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.