Triple

T16353434
Position Surface form Disambiguated ID Type / Status
Subject WB Group E397113 entity
Predicate product P490 FINISHED
Object Warmate loitering munition
The Warmate loitering munition is a Polish-made, small, expendable attack drone designed for reconnaissance and precision strikes against ground targets.
E1208793 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: Warmate loitering munition | Statement: [WB Group, product, Warmate loitering munition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warmate loitering munition
Context triple: [WB Group, product, Warmate loitering munition]
  • A. MAM-C smart micro munition
    The MAM-C smart micro munition is a Turkish precision-guided, lightweight air-to-surface weapon designed for use from unmanned aerial vehicles and light attack aircraft against armored and soft targets.
  • B. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • C. GBU-54
    The GBU-54 is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • D. GBU-51
    The GBU-51 is a precision-guided Joint Direct Attack Munition (JDAM) variant designed to deliver accurate air-to-surface strikes using GPS/INS guidance.
  • E. KOV mine
    KOV mine is a major open-pit copper and cobalt mining operation in the Katanga region of the Democratic Republic of Congo.
  • 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: Warmate loitering munition
Triple: [WB Group, product, Warmate loitering munition]
Generated description
The Warmate loitering munition is a Polish-made, small, expendable attack drone designed for reconnaissance and precision strikes against ground targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warmate loitering munition
Target entity description: The Warmate loitering munition is a Polish-made, small, expendable attack drone designed for reconnaissance and precision strikes against ground targets.
  • A. MAM-C smart micro munition
    The MAM-C smart micro munition is a Turkish precision-guided, lightweight air-to-surface weapon designed for use from unmanned aerial vehicles and light attack aircraft against armored and soft targets.
  • B. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • C. GBU-54
    The GBU-54 is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • D. GBU-51
    The GBU-51 is a precision-guided Joint Direct Attack Munition (JDAM) variant designed to deliver accurate air-to-surface strikes using GPS/INS guidance.
  • E. KOV mine
    KOV mine is a major open-pit copper and cobalt mining operation in the Katanga region of the Democratic Republic of Congo.
  • 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_69d87f26864c819088365ca381a003c2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2faccab748190b11e0808e422f2ea completed April 18, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002db841dc8190bfe8a0d8fca1b309 completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002f46da5c81909c6e726fe89a3f81 completed May 10, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_6a003063fd748190ba42c55b008202fc completed May 10, 2026, 7:14 a.m.
Created at: April 10, 2026, 5:07 a.m.