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.