Triple

T16452672
Position Surface form Disambiguated ID Type / Status
Subject Tula Arsenal E399591 entity
Predicate notableProduct P1448 FINISHED
Object TOZ-78 rifle
The TOZ-78 rifle is a Russian-made small-caliber bolt-action sporting and training rifle produced by the historic Tula Arsenal.
E1215018 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: TOZ-78 rifle | Statement: [Tula Arsenal, notableProduct, TOZ-78 rifle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TOZ-78 rifle
Context triple: [Tula Arsenal, notableProduct, TOZ-78 rifle]
  • A. TOZ-34 shotgun
    The TOZ-34 shotgun is a Soviet/Russian over-under double-barreled hunting shotgun known for its reliability, simplicity, and widespread civilian use.
  • B. AKS-74U
    The AKS-74U is a compact carbine version of the AK-74 assault rifle, designed for use by vehicle crews, special forces, and law enforcement where a shorter, more maneuverable weapon is required.
  • C. vz. 58 rifle
    The vz. 58 rifle is a Czechoslovak-designed 7.62×39mm assault rifle, externally similar to the AK-47 but internally distinct, that served as the standard service rifle of Czechoslovak and later Czech and Slovak armed forces for decades.
  • D. Strelkovka
    Strelkovka is a rural locality in Russia best known as the birthplace of prominent Soviet military commander Georgy Zhukov.
  • E. EM-2 rifle
    The EM-2 rifle was an experimental British bullpup assault rifle developed in the early Cold War era, notable for its advanced design and use of an intermediate cartridge.
  • 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: TOZ-78 rifle
Triple: [Tula Arsenal, notableProduct, TOZ-78 rifle]
Generated description
The TOZ-78 rifle is a Russian-made small-caliber bolt-action sporting and training rifle produced by the historic Tula Arsenal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TOZ-78 rifle
Target entity description: The TOZ-78 rifle is a Russian-made small-caliber bolt-action sporting and training rifle produced by the historic Tula Arsenal.
  • A. TOZ-34 shotgun
    The TOZ-34 shotgun is a Soviet/Russian over-under double-barreled hunting shotgun known for its reliability, simplicity, and widespread civilian use.
  • B. AKS-74U
    The AKS-74U is a compact carbine version of the AK-74 assault rifle, designed for use by vehicle crews, special forces, and law enforcement where a shorter, more maneuverable weapon is required.
  • C. vz. 58 rifle
    The vz. 58 rifle is a Czechoslovak-designed 7.62×39mm assault rifle, externally similar to the AK-47 but internally distinct, that served as the standard service rifle of Czechoslovak and later Czech and Slovak armed forces for decades.
  • D. Strelkovka
    Strelkovka is a rural locality in Russia best known as the birthplace of prominent Soviet military commander Georgy Zhukov.
  • E. EM-2 rifle
    The EM-2 rifle was an experimental British bullpup assault rifle developed in the early Cold War era, notable for its advanced design and use of an intermediate cartridge.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ce19344819083d323077b742bc3 completed April 18, 2026, 7:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f4e31a08190b121d0cfe2a406c2 completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a00513b6fcc8190a548b30cb7b4b67f completed May 10, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0051def1d48190b40f55c40ab269d2 completed May 10, 2026, 9:37 a.m.
Created at: April 10, 2026, 5:10 a.m.