Triple
T16154574
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GBU-54 Laser JDAM |
E392004
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
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.
|
E1198021
|
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 | Statement: [GBU-54 Laser JDAM, shortName, GBU-54]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GBU-54 Context triple: [GBU-54 Laser JDAM, shortName, GBU-54]
-
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-28
The GBU-28 is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened 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-12 Paveway II
The GBU-12 Paveway II is a U.S. laser-guided air-to-ground bomb that uses a 500-pound Mark 82 warhead fitted with guidance and control kits for precision strikes.
-
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-54 Triple: [GBU-54 Laser JDAM, shortName, GBU-54]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GBU-54 Target entity description: 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.
-
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-28
The GBU-28 is a U.S. laser-guided, bunker-buster bomb designed to penetrate deeply buried and hardened 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-12 Paveway II
The GBU-12 Paveway II is a U.S. laser-guided air-to-ground bomb that uses a 500-pound Mark 82 warhead fitted with guidance and control kits for precision strikes.
-
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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e5902a08190ad8694955ef6073a |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7ae46dc81908cba9152a6080c3a |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff86a556c819096bc008e1ca76e8c |
completed | May 10, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff926120081909f1042bf3a16ea10 |
completed | May 10, 2026, 3:19 a.m. |
Created at: April 10, 2026, 5:01 a.m.