Triple
T14818228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kragujevac |
E348374
|
entity |
| Predicate | majorCompany |
P597
|
FINISHED |
| Object |
Zastava Arms
Zastava Arms is a Serbian firearms manufacturer known for producing a wide range of military and civilian weapons, including rifles, pistols, and machine guns.
|
E1121511
|
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: Zastava Arms | Statement: [Kragujevac, majorCompany, Zastava Arms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zastava Arms Context triple: [Kragujevac, majorCompany, Zastava Arms]
-
A.
ArmaLite
ArmaLite is an American small arms engineering company best known for pioneering lightweight, modular rifles such as the AR-15, which formed the basis for the M16 used by the U.S. military.
-
B.
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.
-
C.
Cobra Firearms
Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
-
D.
Weapons Company
Weapons Company is a military unit typically responsible for providing heavy weapons support—such as machine guns, mortars, and anti-armor systems—to infantry battalions.
-
E.
Noveske Rifleworks
Noveske Rifleworks is an American firearms manufacturer known for its high-quality AR-platform rifles and components favored by military, law enforcement, and civilian shooters.
- 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: Zastava Arms Triple: [Kragujevac, majorCompany, Zastava Arms]
Generated description
Zastava Arms is a Serbian firearms manufacturer known for producing a wide range of military and civilian weapons, including rifles, pistols, and machine guns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zastava Arms Target entity description: Zastava Arms is a Serbian firearms manufacturer known for producing a wide range of military and civilian weapons, including rifles, pistols, and machine guns.
-
A.
ArmaLite
ArmaLite is an American small arms engineering company best known for pioneering lightweight, modular rifles such as the AR-15, which formed the basis for the M16 used by the U.S. military.
-
B.
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.
-
C.
Cobra Firearms
Cobra Firearms is an American firearms manufacturer best known for producing inexpensive, compact derringer-style pistols and small defensive handguns.
-
D.
Weapons Company
Weapons Company is a military unit typically responsible for providing heavy weapons support—such as machine guns, mortars, and anti-armor systems—to infantry battalions.
-
E.
Noveske Rifleworks
Noveske Rifleworks is an American firearms manufacturer known for its high-quality AR-platform rifles and components favored by military, law enforcement, and civilian shooters.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe4cf38819090f25ef045351d5d |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389940e081908ad627955cb8d52e |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe3a315d2c81908db44e7792908e39 |
completed | May 8, 2026, 7:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe3bda81cc8190b256ec6284383dde |
completed | May 8, 2026, 7:39 p.m. |
Created at: April 10, 2026, 1:50 a.m.