Triple

T3634775
Position Surface form Disambiguated ID Type / Status
Subject Mk 82 bomb E77040 entity
Predicate usedAsWarheadFor P49715 FINISHED
Object GBU-58 Paveway II
The GBU-58 Paveway II is a laser-guided precision bomb that adapts a 250-pound class general-purpose warhead for accurate, air-to-ground strike missions.
E12189 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: GBU-58 Paveway II | Statement: [Mk 82 bomb, usedAsWarheadFor, GBU-58 Paveway II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GBU-58 Paveway II
Context triple: [Mk 82 bomb, usedAsWarheadFor, GBU-58 Paveway II]
  • A. GBU-50 Enhanced Paveway II
    The GBU-50 Enhanced Paveway II is a precision-guided air-to-ground bomb that combines laser and GPS/INS guidance to deliver highly accurate strikes against a variety of targets.
  • B. GBU-35 JDAM
    The GBU-35 JDAM is a precision-guided air-to-surface munition that converts a conventional bomb into a GPS/INS-guided smart weapon for accurate strikes in various combat conditions.
  • C. GBU-51 JDAM
    The GBU-51 JDAM is a precision-guided air-dropped bomb that combines a guidance kit with a 500-pound class warhead to deliver accurate strikes against ground targets.
  • D. GBU-54 Laser JDAM
    The GBU-54 Laser JDAM is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • E. Paveway series guided bombs
    Paveway series guided bombs are laser-guided precision munitions designed to improve the accuracy and effectiveness of conventional unguided bombs against ground targets.
  • 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: GBU-58 Paveway II
Triple: [Mk 82 bomb, usedAsWarheadFor, GBU-58 Paveway II]
Generated description
The GBU-58 Paveway II is a laser-guided precision bomb that adapts a 250-pound class general-purpose warhead for accurate, air-to-ground strike missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GBU-58 Paveway II
Target entity description: The GBU-58 Paveway II is a laser-guided precision bomb that adapts a 250-pound class general-purpose warhead for accurate, air-to-ground strike missions.
  • A. GBU-50 Enhanced Paveway II
    The GBU-50 Enhanced Paveway II is a precision-guided air-to-ground bomb that combines laser and GPS/INS guidance to deliver highly accurate strikes against a variety of targets.
  • B. GBU-35 JDAM
    The GBU-35 JDAM is a precision-guided air-to-surface munition that converts a conventional bomb into a GPS/INS-guided smart weapon for accurate strikes in various combat conditions.
  • C. GBU-51 JDAM
    The GBU-51 JDAM is a precision-guided air-dropped bomb that combines a guidance kit with a 500-pound class warhead to deliver accurate strikes against ground targets.
  • D. GBU-54 Laser JDAM
    The GBU-54 Laser JDAM is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • E. Paveway series guided bombs chosen
    Paveway series guided bombs are laser-guided precision munitions designed to improve the accuracy and effectiveness of conventional unguided bombs against ground targets.
  • F. None of above.

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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc30594588190856694d4222c90d8 completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5120849188190bea912ed14f90bf3 completed March 14, 2026, 7:45 a.m.
NEDg Description generation batch_69b515ef57b08190b733f341421f3854 completed March 14, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5164130d88190bfc4681c3368a1a1 completed March 14, 2026, 8:03 a.m.
Created at: March 8, 2026, 3:24 p.m.