Triple
T3634774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mk 82 bomb |
E77040
|
entity |
| Predicate | usedAsWarheadFor |
P49715
|
FINISHED |
| Object |
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.
|
E392004
|
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-54 Laser JDAM | Statement: [Mk 82 bomb, usedAsWarheadFor, GBU-54 Laser JDAM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GBU-54 Laser JDAM Context triple: [Mk 82 bomb, usedAsWarheadFor, GBU-54 Laser 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-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.
AGM-179 JAGM
The AGM-179 JAGM is a U.S. multi-mode, precision-guided air-to-surface missile designed to engage a wide range of targets from helicopters, fixed-wing aircraft, and unmanned systems in all weather conditions.
-
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-54 Laser JDAM Triple: [Mk 82 bomb, usedAsWarheadFor, GBU-54 Laser JDAM]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GBU-54 Laser JDAM Target entity description: 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.
-
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-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.
AGM-179 JAGM
The AGM-179 JAGM is a U.S. multi-mode, precision-guided air-to-surface missile designed to engage a wide range of targets from helicopters, fixed-wing aircraft, and unmanned systems in all weather conditions.
-
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_69ad85dd0be48190b738990cb20c4731 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc30594588190856694d4222c90d8 |
completed | March 8, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503df6c708190b8adf4afcadde20c |
completed | March 14, 2026, 6:44 a.m. |
| NEDg | Description generation | batch_69b5051616f4819083e9277886464dce |
completed | March 14, 2026, 6:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b50586ff388190b76589348e452896 |
completed | March 14, 2026, 6:51 a.m. |
Created at: March 8, 2026, 3:24 p.m.