Triple

T615270
Position Surface form Disambiguated ID Type / Status
Subject Paveway series guided bombs E12189 entity
Predicate includesVariant P455 FINISHED
Object GBU-28 Paveway III
The GBU-28 Paveway III is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened targets.
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-28 Paveway III | Statement: [Paveway series guided bombs, includesVariant, GBU-28 Paveway III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GBU-28 Paveway III
Context triple: [Paveway series guided bombs, includesVariant, GBU-28 Paveway III]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. AGM-114 Hellfire
    The AGM-114 Hellfire is a U.S.-developed air-to-surface precision-guided missile widely used from helicopters, drones, and fixed-wing aircraft for anti-armor and strike missions.
  • 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-28 Paveway III
Triple: [Paveway series guided bombs, includesVariant, GBU-28 Paveway III]
Generated description
The GBU-28 Paveway III is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GBU-28 Paveway III
Target entity description: The GBU-28 Paveway III is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened targets.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. AGM-114 Hellfire
    The AGM-114 Hellfire is a U.S.-developed air-to-surface precision-guided missile widely used from helicopters, drones, and fixed-wing aircraft for anti-armor and strike missions.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a514b514819088e7b6b7e4675905 completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c38d2ee88190b577ca56b84e851e completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c51ae0cc8190b522436337980624 completed March 2, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce579ca8819084a1eae104e7058b completed March 2, 2026, 5:52 p.m.
Created at: March 1, 2026, 7:35 p.m.