Triple
T8131779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M-LOK |
E189868
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Magpul Industries
Magpul Industries is an American firearms accessories manufacturer known for its innovative polymer magazines, stocks, and modular mounting systems used by civilian shooters and military forces worldwide.
|
E713987
|
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: Magpul Industries | Statement: [M-LOK, developedBy, Magpul Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Magpul Industries Context triple: [M-LOK, developedBy, Magpul Industries]
-
A.
Colt Defense
Colt Defense is an American firearms manufacturer best known for producing military and law-enforcement rifles and carbines, including the M4 family of weapons.
-
B.
Maxim Gun Company
Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
-
C.
Savage Arms
Savage Arms is an American firearms manufacturer known for producing rifles, shotguns, and historically contributing to iconic weapons such as the Thompson submachine gun.
-
D.
Cobra Firearms
Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
-
E.
Smith & Wesson
Smith & Wesson is a major American firearms manufacturer renowned for its revolvers, pistols, and long guns used by civilians, law enforcement, and military forces worldwide.
- 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: Magpul Industries Triple: [M-LOK, developedBy, Magpul Industries]
Generated description
Magpul Industries is an American firearms accessories manufacturer known for its innovative polymer magazines, stocks, and modular mounting systems used by civilian shooters and military forces worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Magpul Industries Target entity description: Magpul Industries is an American firearms accessories manufacturer known for its innovative polymer magazines, stocks, and modular mounting systems used by civilian shooters and military forces worldwide.
-
A.
Colt Defense
Colt Defense is an American firearms manufacturer best known for producing military and law-enforcement rifles and carbines, including the M4 family of weapons.
-
B.
Maxim Gun Company
Maxim Gun Company was the arms manufacturer founded by inventor Hiram Maxim to produce and market the Maxim machine gun, one of the first fully automatic weapons.
-
C.
Savage Arms
Savage Arms is an American firearms manufacturer known for producing rifles, shotguns, and historically contributing to iconic weapons such as the Thompson submachine gun.
-
D.
Cobra Firearms
Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
-
E.
Smith & Wesson
Smith & Wesson is a major American firearms manufacturer renowned for its revolvers, pistols, and long guns used by civilians, law enforcement, and military forces worldwide.
- 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.