Triple

T15891418
Position Surface form Disambiguated ID Type / Status
Subject GBU-50 Enhanced Paveway II E385332 entity
Predicate partOfFamily P4276 FINISHED
Object Enhanced Paveway II
Enhanced Paveway II is a family of laser- and GPS-guided precision air-to-ground bombs developed to improve accuracy and flexibility over earlier Paveway series munitions.
 E1185569 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: Enhanced Paveway II | Statement: [GBU-50 Enhanced Paveway II, partOfFamily, Enhanced Paveway II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Enhanced Paveway II
Context triple: [GBU-50 Enhanced Paveway II, partOfFamily, Enhanced Paveway II]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. GBU-16 Paveway II
    The GBU-16 Paveway II is a laser-guided bomb used by military aircraft for precision strike missions, based on a 1,000-pound class warhead and guidance kit.
  • E. GBU-27 Paveway III
    The GBU-27 Paveway III is a laser-guided, precision air-to-ground bomb developed for deep-penetration strikes against hardened targets, primarily used by U.S. military aircraft.
  • 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: Enhanced Paveway II
Triple: [GBU-50 Enhanced Paveway II, partOfFamily, Enhanced Paveway II]
Generated description
Enhanced Paveway II is a family of laser- and GPS-guided precision air-to-ground bombs developed to improve accuracy and flexibility over earlier Paveway series munitions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Enhanced Paveway II
Target entity description: Enhanced Paveway II is a family of laser- and GPS-guided precision air-to-ground bombs developed to improve accuracy and flexibility over earlier Paveway series munitions.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. GBU-16 Paveway II
    The GBU-16 Paveway II is a laser-guided bomb used by military aircraft for precision strike missions, based on a 1,000-pound class warhead and guidance kit.
  • E. GBU-27 Paveway III
    The GBU-27 Paveway III is a laser-guided, precision air-to-ground bomb developed for deep-penetration strikes against hardened targets, primarily used by U.S. military aircraft.
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1561f515081908ba4e68e1347a881 completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe6cd5a881908716f1dcf7d77004 completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf50d5fc8190a045846f046e04cf completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfb1ed7c81908771dedce172707a completed May 9, 2026, 11:13 p.m.
Created at: April 10, 2026, 4:51 a.m.