Triple

T15700619
Position Surface form Disambiguated ID Type / Status
Subject BLU-116 E380582 entity
Predicate compatibleWith P203 FINISHED
Object GBU-28
The GBU-28 is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened targets.
 E1182779 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 | Statement: [BLU-116, compatibleWith, GBU-28]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GBU-28
Context triple: [BLU-116, compatibleWith, GBU-28]
  • A. GBU-15
    The GBU-15 is a U.S. air-launched, precision-guided glide bomb that uses electro-optical or infrared guidance for standoff attacks on ground targets.
  • B. GBU-12 Paveway II
    The GBU-12 Paveway II is a U.S. laser-guided air-to-ground bomb that uses a 500-pound Mark 82 warhead fitted with guidance and control kits for precision strikes.
  • 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. GBU-10 Paveway II
    The GBU-10 Paveway II is a U.S. laser-guided air-to-ground bomb that combines a guidance kit with a 2,000-pound class general-purpose warhead for precision strikes against fortified or high-value targets.
  • E. GBU-24 Paveway III
    The GBU-24 Paveway III is a U.S. laser-guided, precision air-to-ground bomb designed for deep penetration and high-value target strikes.
  • 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
Triple: [BLU-116, compatibleWith, GBU-28]
Generated description
The GBU-28 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
Target entity description: The GBU-28 is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened targets.
  • A. GBU-15
    The GBU-15 is a U.S. air-launched, precision-guided glide bomb that uses electro-optical or infrared guidance for standoff attacks on ground targets.
  • B. GBU-12 Paveway II
    The GBU-12 Paveway II is a U.S. laser-guided air-to-ground bomb that uses a 500-pound Mark 82 warhead fitted with guidance and control kits for precision strikes.
  • 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. GBU-10 Paveway II
    The GBU-10 Paveway II is a U.S. laser-guided air-to-ground bomb that combines a guidance kit with a 2,000-pound class general-purpose warhead for precision strikes against fortified or high-value targets.
  • E. GBU-24 Paveway III
    The GBU-24 Paveway III is a U.S. laser-guided, precision air-to-ground bomb designed for deep penetration and high-value target strikes.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f6d71308190971c10c599da9645 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffb03539c081908b5df46bb810b949 completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb13fdb6c819091c3ee5c1f199031 completed May 9, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffb208aef881909b3a00e0015c27df completed May 9, 2026, 10:15 p.m.
Created at: April 10, 2026, 4:45 a.m.