Triple

T3634774
Position Surface form Disambiguated ID Type / Status
Subject Mk 82 bomb E77040 entity
Predicate usedAsWarheadFor P49715 FINISHED
Object 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.
E392004 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-54 Laser JDAM | Statement: [Mk 82 bomb, usedAsWarheadFor, GBU-54 Laser JDAM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GBU-54 Laser JDAM
Context triple: [Mk 82 bomb, usedAsWarheadFor, GBU-54 Laser JDAM]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. AGM-179 JAGM
    The AGM-179 JAGM is a U.S. multi-mode, precision-guided air-to-surface missile designed to engage a wide range of targets from helicopters, fixed-wing aircraft, and unmanned systems in all weather conditions.
  • E. Mk 84 bomb
    The Mk 84 bomb is a 2,000-pound class general-purpose unguided bomb widely used by the U.S. and allied air forces as the warhead basis for various precision-guided munitions.
  • 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-54 Laser JDAM
Triple: [Mk 82 bomb, usedAsWarheadFor, GBU-54 Laser JDAM]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GBU-54 Laser JDAM
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. AGM-179 JAGM
    The AGM-179 JAGM is a U.S. multi-mode, precision-guided air-to-surface missile designed to engage a wide range of targets from helicopters, fixed-wing aircraft, and unmanned systems in all weather conditions.
  • E. Mk 84 bomb
    The Mk 84 bomb is a 2,000-pound class general-purpose unguided bomb widely used by the U.S. and allied air forces as the warhead basis for various precision-guided munitions.
  • 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_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_69b503df6c708190b8adf4afcadde20c completed March 14, 2026, 6:44 a.m.
NEDg Description generation batch_69b5051616f4819083e9277886464dce completed March 14, 2026, 6:49 a.m.
NED2 Entity disambiguation (via description) batch_69b50586ff388190b76589348e452896 completed March 14, 2026, 6:51 a.m.
Created at: March 8, 2026, 3:24 p.m.