Triple

T20895898
Position Surface form Disambiguated ID Type / Status
Subject WR-40 Langusta E514533 entity
Predicate isUpgradeOf P47073 FINISHED
Object BM-21 Grad
The BM-21 Grad is a Soviet-era 122 mm multiple rocket launcher system widely used around the world for delivering rapid, high-volume artillery fire.
E1456797 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: BM-21 Grad | Statement: [WR-40 Langusta, isUpgradeOf, BM-21 Grad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BM-21 Grad
Context triple: [WR-40 Langusta, isUpgradeOf, BM-21 Grad]
  • A. Smerch
    Smerch is a Russian heavy multiple rocket launcher system known for its long-range, high-volume artillery fire capabilities.
  • B. 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.
  • C. ZSU-23-4 Shilka
    The ZSU-23-4 Shilka is a Soviet self-propelled, radar-guided anti-aircraft gun system armed with four 23 mm autocannons, widely used for low-altitude air defense.
  • D. M270 MLRS
    The M270 MLRS is a tracked, armored multiple launch rocket system used by several NATO and allied armies to deliver rapid, long-range rocket and missile fire support.
  • E. Gepard self-propelled anti-aircraft gun
    The Gepard self-propelled anti-aircraft gun is a German-made, radar-guided, armored air-defense vehicle equipped with twin 35 mm cannons designed to protect ground forces from low-flying aircraft and helicopters.
  • 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: BM-21 Grad
Triple: [WR-40 Langusta, isUpgradeOf, BM-21 Grad]
Generated description
The BM-21 Grad is a Soviet-era 122 mm multiple rocket launcher system widely used around the world for delivering rapid, high-volume artillery fire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BM-21 Grad
Target entity description: The BM-21 Grad is a Soviet-era 122 mm multiple rocket launcher system widely used around the world for delivering rapid, high-volume artillery fire.
  • A. Smerch
    Smerch is a Russian heavy multiple rocket launcher system known for its long-range, high-volume artillery fire capabilities.
  • B. 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.
  • C. ZSU-23-4 Shilka
    The ZSU-23-4 Shilka is a Soviet self-propelled, radar-guided anti-aircraft gun system armed with four 23 mm autocannons, widely used for low-altitude air defense.
  • D. M270 MLRS
    The M270 MLRS is a tracked, armored multiple launch rocket system used by several NATO and allied armies to deliver rapid, long-range rocket and missile fire support.
  • E. Gepard self-propelled anti-aircraft gun
    The Gepard self-propelled anti-aircraft gun is a German-made, radar-guided, armored air-defense vehicle equipped with twin 35 mm cannons designed to protect ground forces from low-flying aircraft and helicopters.
  • 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_69e0b4f7ebe48190952a85547a0f31a1 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6d06233588190942493b709e30820 completed April 21, 2026, 1:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918cd21dc8190b7c7101d83ebfba5 completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a0919e92f7c8190ab3b9b8cbfa6f7a4 completed May 17, 2026, 1:29 a.m.
NED2 Entity disambiguation (via description) batch_6a091a543580819099649ae1d8283606 completed May 17, 2026, 1:31 a.m.
Created at: April 16, 2026, 12:47 p.m.