Triple

T16652475
Position Surface form Disambiguated ID Type / Status
Subject GBU-10 Paveway II E404639 entity
Predicate hasVariant P455 FINISHED
Object GBU-10E/B
The GBU-10E/B is a specific variant of the U.S. 2,000-pound laser-guided Paveway II bomb, designed for precision strikes against high-value targets.
 E1226609 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-10E/B | Statement: [GBU-10 Paveway II, hasVariant, GBU-10E/B]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GBU-10E/B
Context triple: [GBU-10 Paveway II, hasVariant, GBU-10E/B]
  • A. GBU-51
    The GBU-51 is a precision-guided Joint Direct Attack Munition (JDAM) variant designed to deliver accurate air-to-surface strikes using GPS/INS guidance.
  • B. GBU-54
    The GBU-54 is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • C. 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.
  • D. GBU-28
    The GBU-28 is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened targets.
  • E. GBU-32
    The GBU-32 is a U.S. Joint Direct Attack Munition (JDAM) 1,000-pound class precision-guided bomb that uses GPS/INS guidance to convert unguided bombs into all-weather, smart 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-10E/B
Triple: [GBU-10 Paveway II, hasVariant, GBU-10E/B]
Generated description
The GBU-10E/B is a specific variant of the U.S. 2,000-pound laser-guided Paveway II bomb, designed for precision strikes against high-value targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GBU-10E/B
Target entity description: The GBU-10E/B is a specific variant of the U.S. 2,000-pound laser-guided Paveway II bomb, designed for precision strikes against high-value targets.
  • A. GBU-51
    The GBU-51 is a precision-guided Joint Direct Attack Munition (JDAM) variant designed to deliver accurate air-to-surface strikes using GPS/INS guidance.
  • B. GBU-54
    The GBU-54 is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • C. 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.
  • D. GBU-28
    The GBU-28 is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened targets.
  • E. GBU-32
    The GBU-32 is a U.S. Joint Direct Attack Munition (JDAM) 1,000-pound class precision-guided bomb that uses GPS/INS guidance to convert unguided bombs into all-weather, smart 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bf7ae7c81908b6807acd8f1669b completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084c4c6a08190874264b2840fc70d completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00867b9314819080775dff976f93bd completed May 10, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_6a00874646c081908d8a83dd8fd44941 completed May 10, 2026, 1:25 p.m.
Created at: April 10, 2026, 5:18 a.m.