Triple

T15673572
Position Surface form Disambiguated ID Type / Status
Subject Mark 80 series E377378 entity
Predicate standardWarheadBodyFor P119715 FINISHED
Object GBU-38 JDAM
The GBU-38 JDAM is a GPS-guided, precision air-to-surface bomb that converts a standard unguided munition into an all-weather, highly accurate smart weapon.
 E1182179 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-38 JDAM | Statement: [Mark 80 series, standardWarheadBodyFor, GBU-38 JDAM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GBU-38 JDAM
Context triple: [Mark 80 series, standardWarheadBodyFor, GBU-38 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-31 JDAM
    The GBU-31 JDAM is a U.S. precision-guided, air-dropped bomb that uses GPS/INS guidance to convert unguided Mark 80-series warheads into all-weather, highly accurate smart munitions.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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-38 JDAM
Triple: [Mark 80 series, standardWarheadBodyFor, GBU-38 JDAM]
Generated description
The GBU-38 JDAM is a GPS-guided, precision air-to-surface bomb that converts a standard unguided munition into an all-weather, highly accurate smart weapon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GBU-38 JDAM
Target entity description: The GBU-38 JDAM is a GPS-guided, precision air-to-surface bomb that converts a standard unguided munition into an all-weather, highly accurate smart weapon.
  • 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-31 JDAM
    The GBU-31 JDAM is a U.S. precision-guided, air-dropped bomb that uses GPS/INS guidance to convert unguided Mark 80-series warheads into all-weather, highly accurate smart munitions.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ffa9321f308190b8101162ed671e5e completed May 9, 2026, 9:37 p.m.
NEDg Description generation batch_69ffad5034008190b055f69f3f3088fb completed May 9, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69ffada0567881908f1699e9d620c2dd completed May 9, 2026, 9:56 p.m.
Created at: April 10, 2026, 4:16 a.m.