Triple

T3650097
Position Surface form Disambiguated ID Type / Status
Subject Mk 83 bomb E77397 entity
Predicate canServeAsWarheadFor P50026 FINISHED
Object 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.
E398881 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-32 JDAM | Statement: [Mk 83 bomb, canServeAsWarheadFor, GBU-32 JDAM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GBU-32 JDAM
Context triple: [Mk 83 bomb, canServeAsWarheadFor, GBU-32 JDAM]
  • A. GBU-35 JDAM
    The GBU-35 JDAM is a precision-guided air-to-surface munition that converts a conventional bomb into a GPS/INS-guided smart weapon for accurate strikes in various combat conditions.
  • B. GBU-51 JDAM
    The GBU-51 JDAM is a precision-guided air-dropped bomb that combines a guidance kit with a 500-pound class warhead to deliver accurate strikes against ground targets.
  • C. GBU-54 Laser JDAM
    The GBU-54 Laser JDAM is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • D. 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.
  • E. 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.
  • 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-32 JDAM
Triple: [Mk 83 bomb, canServeAsWarheadFor, GBU-32 JDAM]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GBU-32 JDAM
Target entity description: 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.
  • A. GBU-35 JDAM
    The GBU-35 JDAM is a precision-guided air-to-surface munition that converts a conventional bomb into a GPS/INS-guided smart weapon for accurate strikes in various combat conditions.
  • B. GBU-51 JDAM
    The GBU-51 JDAM is a precision-guided air-dropped bomb that combines a guidance kit with a 500-pound class warhead to deliver accurate strikes against ground targets.
  • C. GBU-54 Laser JDAM
    The GBU-54 Laser JDAM is a U.S. precision-guided bomb that combines GPS/INS guidance with a laser seeker to accurately strike both stationary and moving targets.
  • D. 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.
  • E. 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.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc38fa1988190b630329700afc3dd completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5282613d0819085a47d1fffdaa4d5 completed March 14, 2026, 9:19 a.m.
NEDg Description generation batch_69b5292b13a08190bf23231285adae38 completed March 14, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69b529600884819098cb208e38e6281a completed March 14, 2026, 9:24 a.m.
Created at: March 8, 2026, 3:24 p.m.