Triple

T3634769
Position Surface form Disambiguated ID Type / Status
Subject Mk 82 bomb E77040 entity
Predicate usedAsWarheadFor P49715 FINISHED
Object 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.
E381308 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-35 JDAM | Statement: [Mk 82 bomb, usedAsWarheadFor, GBU-35 JDAM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GBU-35 JDAM
Context triple: [Mk 82 bomb, usedAsWarheadFor, GBU-35 JDAM]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Mk 83 bomb
    The Mk 83 bomb is a 1,000-pound class general-purpose unguided aerial bomb widely used by military aircraft and often employed as the warhead for various precision-guided munition systems.
  • E. Mk 82 bomb
    The Mk 82 bomb is a widely used 500-pound general-purpose unguided aerial bomb that serves as the standard warhead for many 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-35 JDAM
Triple: [Mk 82 bomb, usedAsWarheadFor, GBU-35 JDAM]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GBU-35 JDAM
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Mk 83 bomb
    The Mk 83 bomb is a 1,000-pound class general-purpose unguided aerial bomb widely used by military aircraft and often employed as the warhead for various precision-guided munition systems.
  • E. Mk 82 bomb
    The Mk 82 bomb is a widely used 500-pound general-purpose unguided aerial bomb that serves as the standard warhead for many 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_69b4cddcfeec8190920648ec66b2a53c completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4ce60cf88819094616f7c2a604946 completed March 14, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69b4cea9c7008190a69e3fa4cdd90fd8 completed March 14, 2026, 2:57 a.m.
Created at: March 8, 2026, 3:24 p.m.