Triple

T15673567
Position Surface form Disambiguated ID Type / Status
Subject Mark 80 series E377378 entity
Predicate standardWarheadBodyFor P119715 FINISHED
Object 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.
 E1173202 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-12 Paveway II | Statement: [Mark 80 series, standardWarheadBodyFor, GBU-12 Paveway II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GBU-12 Paveway II
Context triple: [Mark 80 series, standardWarheadBodyFor, GBU-12 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-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-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.
  • E. GBU-32 JDAM
    The GBU-32 JDAM is a U.S. GPS-guided, precision air-to-surface bomb that converts unguided munitions into all-weather, accurately targeted weapons.
  • 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-12 Paveway II
Triple: [Mark 80 series, standardWarheadBodyFor, GBU-12 Paveway II]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GBU-12 Paveway II
Target entity description: 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.
  • 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-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-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.
  • E. GBU-32 JDAM
    The GBU-32 JDAM is a U.S. GPS-guided, precision air-to-surface bomb that converts unguided munitions into all-weather, accurately targeted weapons.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f2c996c8190a9ebe0e92608feaa completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82ebe98481908d528d2cba485de4 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83593f9c8190a5eccb8cde49345c completed May 9, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_69ff83bbdfa48190b992210f8d38f3fb completed May 9, 2026, 6:58 p.m.
Created at: April 10, 2026, 4:16 a.m.