Triple
T11462537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MG 51 |
E271696
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Waffenfabrik Bern
Waffenfabrik Bern was a Swiss state-owned arms manufacturer known for designing and producing military firearms and machine guns for the Swiss Armed Forces.
|
E927844
|
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: Waffenfabrik Bern | Statement: [MG 51, developer, Waffenfabrik Bern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waffenfabrik Bern Context triple: [MG 51, developer, Waffenfabrik Bern]
-
A.
Royal Württemberg Rifle Factory
The Royal Württemberg Rifle Factory was a historic arms manufacturer in Oberndorf am Neckar known for producing military firearms for the Kingdom of Württemberg.
-
B.
Oerlikon
Oerlikon is a district in the north of Zurich, Switzerland, known as a major residential, commercial, and transportation hub of the city.
-
C.
Fabbrica Nazionale d’Armi di Brescia
Fabbrica Nazionale d’Armi di Brescia was an Italian state arms factory in Brescia known for producing military firearms, including various models of the Carcano rifle.
-
D.
Brünnlitz munitions factory
The Brünnlitz munitions factory was the Czechoslovak plant operated by Oskar Schindler during World War II where he sheltered and saved hundreds of Jewish workers from the Holocaust.
-
E.
Łucznik Arms Factory
Łucznik Arms Factory is a Polish state-owned firearms manufacturer best known for producing military rifles and small arms, including modern service weapons for Poland’s armed forces.
- 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: Waffenfabrik Bern Triple: [MG 51, developer, Waffenfabrik Bern]
Generated description
Waffenfabrik Bern was a Swiss state-owned arms manufacturer known for designing and producing military firearms and machine guns for the Swiss Armed Forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waffenfabrik Bern Target entity description: Waffenfabrik Bern was a Swiss state-owned arms manufacturer known for designing and producing military firearms and machine guns for the Swiss Armed Forces.
-
A.
Royal Württemberg Rifle Factory
The Royal Württemberg Rifle Factory was a historic arms manufacturer in Oberndorf am Neckar known for producing military firearms for the Kingdom of Württemberg.
-
B.
Oerlikon
Oerlikon is a district in the north of Zurich, Switzerland, known as a major residential, commercial, and transportation hub of the city.
-
C.
Fabbrica Nazionale d’Armi di Brescia
Fabbrica Nazionale d’Armi di Brescia was an Italian state arms factory in Brescia known for producing military firearms, including various models of the Carcano rifle.
-
D.
Brünnlitz munitions factory
The Brünnlitz munitions factory was the Czechoslovak plant operated by Oskar Schindler during World War II where he sheltered and saved hundreds of Jewish workers from the Holocaust.
-
E.
Łucznik Arms Factory
Łucznik Arms Factory is a Polish state-owned firearms manufacturer best known for producing military rifles and small arms, including modern service weapons for Poland’s armed forces.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d822f488248190b9f603cd31c72174 |
completed | April 9, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5e92a7c2881908d85009a6069b2e4 |
completed | April 20, 2026, 8:51 a.m. |
| NEDg | Description generation | batch_69e5f1593c2c8190885f80ad5eeba3ec |
completed | April 20, 2026, 9:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5f87bbd988190ac388a3c34b2e95a |
completed | April 20, 2026, 9:57 a.m. |
Created at: April 8, 2026, 9:35 p.m.