Triple

T3668964
Position Surface form Disambiguated ID Type / Status
Subject Mk 84 bomb E77830 entity
Predicate usedAsWarheadFor P49715 FINISHED
Object GBU-56 LJDAM
The GBU-56 LJDAM is a U.S. precision-guided air-to-surface bomb that combines GPS/INS and laser guidance to accurately strike both stationary and moving targets.
 E413540 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-56 LJDAM | Statement: [Mk 84 bomb, usedAsWarheadFor, GBU-56 LJDAM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GBU-56 LJDAM
Context triple: [Mk 84 bomb, usedAsWarheadFor, GBU-56 LJDAM]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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-56 LJDAM
Triple: [Mk 84 bomb, usedAsWarheadFor, GBU-56 LJDAM]
Generated description
The GBU-56 LJDAM is a U.S. precision-guided air-to-surface bomb that combines GPS/INS and laser guidance to accurately strike both stationary and moving targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GBU-56 LJDAM
Target entity description: The GBU-56 LJDAM is a U.S. precision-guided air-to-surface bomb that combines GPS/INS and laser guidance to accurately strike both stationary and moving targets.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42997d88190bc765559bd7645fc completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b316140819089c90f3e2bd81ad8 completed March 14, 2026, 2:05 p.m.
NEDg Description generation batch_69b56f05a6d48190a5bf5b5279134dc8 completed March 14, 2026, 2:21 p.m.
NED2 Entity disambiguation (via description) batch_69b56f5253c88190baef7397d60aa300 completed March 14, 2026, 2:23 p.m.
Created at: March 8, 2026, 3:25 p.m.