Triple
T20339301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Friedrich Mandl |
E495696
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Hirtenberger Patronenfabrik |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hirtenberger Patronenfabrik | Statement: [Friedrich Mandl, employer, Hirtenberger Patronenfabrik]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hirtenberger Patronenfabrik Context triple: [Friedrich Mandl, employer, Hirtenberger Patronenfabrik]
-
A.
Bernhardts
Bernhardts is a variant form of the surname Bernhardt, typically used as its plural or possessive form.
-
B.
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.
-
C.
Stoeger
Stoeger is a firearms manufacturer and importer known for producing affordable shotguns, pistols, and airguns, and operating as part of the Beretta Holding group.
-
D.
Oerlikon
Oerlikon is a district in the north of Zurich, Switzerland, known as a major residential, commercial, and transportation hub of the city.
-
E.
Maxim Gun Company
Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hirtenberger Patronenfabrik Target entity description: Hirtenberger Patronenfabrik is an Austrian ammunition and armaments manufacturer known for producing small-caliber and military-grade munitions.
-
A.
Bernhardts
Bernhardts is a variant form of the surname Bernhardt, typically used as its plural or possessive form.
-
B.
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.
-
C.
Stoeger
Stoeger is a firearms manufacturer and importer known for producing affordable shotguns, pistols, and airguns, and operating as part of the Beretta Holding group.
-
D.
Oerlikon
Oerlikon is a district in the north of Zurich, Switzerland, known as a major residential, commercial, and transportation hub of the city.
-
E.
Maxim Gun Company
Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
- F. None of above. chosen
Provenance (2 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_69e0b4a1a09881908d97270d6971a25a |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e678342a0081908ede8006eb5506a3 |
completed | April 20, 2026, 7:02 p.m. |
Created at: April 16, 2026, 11:23 a.m.