Triple
T8131833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KeyMod |
E189869
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
VLTOR Weapon Systems
VLTOR Weapon Systems is a firearms accessories and components manufacturer known for innovative modular rail and stock systems used on modern sporting and tactical rifles.
|
E713988
|
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: VLTOR Weapon Systems | Statement: [KeyMod, developedBy, VLTOR Weapon Systems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VLTOR Weapon Systems Context triple: [KeyMod, developedBy, VLTOR Weapon Systems]
-
A.
Jaeger weapons systems
Jaeger weapons systems are the advanced offensive and defensive armaments integrated into giant humanoid mechs in the Pacific Rim universe, enabling them to combat massive Kaiju threats.
-
B.
Cybus Industries
Cybus Industries is a powerful fictional technology conglomerate in the Doctor Who universe, best known for creating an alternate-universe version of the Cybermen.
-
C.
Savage Beast Technologies
Savage Beast Technologies was the original company behind the music recommendation service that later became known as Pandora.
-
D.
Wonskolaser
Wonskolaser is the original family surname of Harry Warner, one of the co-founding Warner brothers of Warner Bros. Studios.
-
E.
Anduril Industries
Anduril Industries is a defense technology company that develops advanced AI-driven surveillance, autonomous systems, and security platforms for military and national security applications.
- 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: VLTOR Weapon Systems Triple: [KeyMod, developedBy, VLTOR Weapon Systems]
Generated description
VLTOR Weapon Systems is a firearms accessories and components manufacturer known for innovative modular rail and stock systems used on modern sporting and tactical rifles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: VLTOR Weapon Systems Target entity description: VLTOR Weapon Systems is a firearms accessories and components manufacturer known for innovative modular rail and stock systems used on modern sporting and tactical rifles.
-
A.
Jaeger weapons systems
Jaeger weapons systems are the advanced offensive and defensive armaments integrated into giant humanoid mechs in the Pacific Rim universe, enabling them to combat massive Kaiju threats.
-
B.
Cybus Industries
Cybus Industries is a powerful fictional technology conglomerate in the Doctor Who universe, best known for creating an alternate-universe version of the Cybermen.
-
C.
Savage Beast Technologies
Savage Beast Technologies was the original company behind the music recommendation service that later became known as Pandora.
-
D.
Wonskolaser
Wonskolaser is the original family surname of Harry Warner, one of the co-founding Warner brothers of Warner Bros. Studios.
-
E.
Anduril Industries
Anduril Industries is a defense technology company that develops advanced AI-driven surveillance, autonomous systems, and security platforms for military and national security applications.
- 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_69ca82bcb4848190a9a9d036ad768642 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43b96cd481908c0679050c35d83f |
completed | March 31, 2026, 3:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc9482113881909439c9e43fbc933f |
completed | April 1, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_69cc95c0b19881908521cce5ac0fe197 |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc970698f88190a0869515904e50e3 |
completed | April 1, 2026, 3:54 a.m. |
Created at: March 30, 2026, 5:34 p.m.