Triple
T21347161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Izhevsk |
E526368
|
entity |
| Predicate | hasIndustrialEnterprise |
P25392
|
FINISHED |
| Object |
Izhmash
Izhmash is a major Russian arms manufacturer best known as the original producer of the AK-series Kalashnikov assault rifles.
|
E1478747
|
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: Izhmash | Statement: [Izhevsk, hasIndustrialEnterprise, Izhmash]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Izhmash Context triple: [Izhevsk, hasIndustrialEnterprise, Izhmash]
-
A.
Katyusha rocket launcher
The Katyusha rocket launcher was a Soviet World War II-era multiple rocket artillery system famed for its devastating salvos and distinctive howling sound.
-
B.
KGB Vympel
KGB Vympel was an elite Soviet KGB special forces unit specializing in deep-cover reconnaissance, sabotage, and counter-terrorism operations abroad.
-
C.
Shaposhnikov
Shaposhnikov is a Russian surname most notably associated with Soviet military leader Boris Shaposhnikov.
-
D.
Tulsky Oruzheiny Zavod
Tulsky Oruzheiny Zavod is a historic Russian arms manufacturer based in Tula, renowned for producing a wide range of firearms and military equipment.
-
E.
M11 Neva
M11 Neva is a major Russian toll motorway connecting Moscow and Saint Petersburg, designed to provide a faster alternative to the traditional M10 route.
- 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: Izhmash Triple: [Izhevsk, hasIndustrialEnterprise, Izhmash]
Generated description
Izhmash is a major Russian arms manufacturer best known as the original producer of the AK-series Kalashnikov assault rifles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Izhmash Target entity description: Izhmash is a major Russian arms manufacturer best known as the original producer of the AK-series Kalashnikov assault rifles.
-
A.
Katyusha rocket launcher
The Katyusha rocket launcher was a Soviet World War II-era multiple rocket artillery system famed for its devastating salvos and distinctive howling sound.
-
B.
KGB Vympel
KGB Vympel was an elite Soviet KGB special forces unit specializing in deep-cover reconnaissance, sabotage, and counter-terrorism operations abroad.
-
C.
Shaposhnikov
Shaposhnikov is a Russian surname most notably associated with Soviet military leader Boris Shaposhnikov.
-
D.
Tulsky Oruzheiny Zavod
Tulsky Oruzheiny Zavod is a historic Russian arms manufacturer based in Tula, renowned for producing a wide range of firearms and military equipment.
-
E.
M11 Neva
M11 Neva is a major Russian toll motorway connecting Moscow and Saint Petersburg, designed to provide a faster alternative to the traditional M10 route.
- 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_69e0b51cd5cc81909ac1187971e8a8ad |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69ee5ba8f1c8819089c5d753876b44d5 |
completed | April 26, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09a5cacbf481909ace24e0df0cd593 |
completed | May 17, 2026, 11:26 a.m. |
| NEDg | Description generation | batch_6a09a6c435ec8190b903e953da375583 |
completed | May 17, 2026, 11:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a7bcd5188190be3009fb3bd00af6 |
completed | May 17, 2026, 11:34 a.m. |
Created at: April 16, 2026, 4:56 p.m.