Triple

T15938805
Position Surface form Disambiguated ID Type / Status
Subject Bayraktar TB2 E386505 entity
Predicate armament P706 FINISHED
Object 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.
E1185417 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: MAM-C smart micro munition | Statement: [Bayraktar TB2, armament, MAM-C smart micro munition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MAM-C smart micro munition
Context triple: [Bayraktar TB2, armament, MAM-C smart micro munition]
  • A. Dual-Purpose Improved Conventional Munition
    The Dual-Purpose Improved Conventional Munition (DPICM) is a type of artillery or rocket-delivered cluster munition designed to disperse numerous submunitions that provide both anti-armor and anti-personnel effects over a wide area.
  • B. Joint Direct Attack Munition
    The Joint Direct Attack Munition (JDAM) is a guidance kit that converts unguided “dumb” bombs into highly accurate, GPS-guided smart munitions used by the U.S. and allied air forces.
  • C. W70 warhead
    The W70 warhead was a U.S. tactical nuclear warhead best known for arming the MGM-52 Lance missile and existing in both conventional and enhanced-radiation (neutron bomb) variants.
  • D. M982 Excalibur guided projectile
    The M982 Excalibur guided projectile is a GPS- and inertial-guided, extended-range 155mm artillery shell designed for highly precise, low-collateral-damage strikes.
  • E. W50 warhead
    The W50 warhead is a compact, high-yield thermonuclear warhead developed by the United States during the Cold War, primarily used on the MGM-31 Pershing missile system.
  • 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: MAM-C smart micro munition
Triple: [Bayraktar TB2, armament, MAM-C smart micro munition]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MAM-C smart micro munition
Target entity description: 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.
  • A. Dual-Purpose Improved Conventional Munition
    The Dual-Purpose Improved Conventional Munition (DPICM) is a type of artillery or rocket-delivered cluster munition designed to disperse numerous submunitions that provide both anti-armor and anti-personnel effects over a wide area.
  • B. Joint Direct Attack Munition
    The Joint Direct Attack Munition (JDAM) is a guidance kit that converts unguided “dumb” bombs into highly accurate, GPS-guided smart munitions used by the U.S. and allied air forces.
  • C. W70 warhead
    The W70 warhead was a U.S. tactical nuclear warhead best known for arming the MGM-52 Lance missile and existing in both conventional and enhanced-radiation (neutron bomb) variants.
  • D. M982 Excalibur guided projectile
    The M982 Excalibur guided projectile is a GPS- and inertial-guided, extended-range 155mm artillery shell designed for highly precise, low-collateral-damage strikes.
  • E. W50 warhead
    The W50 warhead is a compact, high-yield thermonuclear warhead developed by the United States during the Cold War, primarily used on the MGM-31 Pershing missile system.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156ac934c8190b6178eb66023252e completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5ba070c8190b6af6cb21bddd7f1 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb77a69188190a7b4910a0ce2534c completed May 9, 2026, 10:38 p.m.
NED2 Entity disambiguation (via description) batch_69ffbbcd0a948190972ddf2202faa85b completed May 9, 2026, 10:57 p.m.
Created at: April 10, 2026, 4:53 a.m.