Triple
T14164947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brazilian Army |
E351048
|
entity |
| Predicate | usesEquipment |
P2728
|
FINISHED |
| Object |
ASTROS artillery rocket system
The ASTROS artillery rocket system is a Brazilian-made, highly mobile multiple rocket launcher platform capable of firing various calibers of rockets and tactical missiles for long-range precision strikes.
|
E1083246
|
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: ASTROS artillery rocket system | Statement: [Brazilian Army, usesEquipment, ASTROS artillery rocket system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ASTROS artillery rocket system Context triple: [Brazilian Army, usesEquipment, ASTROS artillery rocket system]
-
A.
Archer Artillery System
The Archer Artillery System is a modern Swedish self-propelled howitzer platform designed for rapid, highly automated, long-range indirect fire support.
-
B.
High Mobility Artillery Rocket System
The High Mobility Artillery Rocket System (HIMARS) is a lightweight, truck-mounted multiple rocket launcher designed to rapidly deliver precise long-range fire support for modern ground forces.
-
C.
Weapon System 107A-1
Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
-
D.
Aster 30 missile
The Aster 30 missile is a long-range, ship- and land-based surface-to-air missile designed for advanced air and missile defense against aircraft, drones, and ballistic threats.
-
E.
GMLRS rocket
The GMLRS rocket is a GPS-guided, extended-range artillery rocket used by modern multiple launch rocket systems to deliver precise strikes at medium to long distances.
- 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: ASTROS artillery rocket system Triple: [Brazilian Army, usesEquipment, ASTROS artillery rocket system]
Generated description
The ASTROS artillery rocket system is a Brazilian-made, highly mobile multiple rocket launcher platform capable of firing various calibers of rockets and tactical missiles for long-range precision strikes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ASTROS artillery rocket system Target entity description: The ASTROS artillery rocket system is a Brazilian-made, highly mobile multiple rocket launcher platform capable of firing various calibers of rockets and tactical missiles for long-range precision strikes.
-
A.
Archer Artillery System
The Archer Artillery System is a modern Swedish self-propelled howitzer platform designed for rapid, highly automated, long-range indirect fire support.
-
B.
High Mobility Artillery Rocket System
The High Mobility Artillery Rocket System (HIMARS) is a lightweight, truck-mounted multiple rocket launcher designed to rapidly deliver precise long-range fire support for modern ground forces.
-
C.
Weapon System 107A-1
Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
-
D.
Aster 30 missile
The Aster 30 missile is a long-range, ship- and land-based surface-to-air missile designed for advanced air and missile defense against aircraft, drones, and ballistic threats.
-
E.
GMLRS rocket
The GMLRS rocket is a GPS-guided, extended-range artillery rocket used by modern multiple launch rocket systems to deliver precise strikes at medium to long distances.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f3170481909f3981c1e56235d9 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fcfe9debe08190b9943f941f1b8813 |
completed | May 7, 2026, 9:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcff29f7608190b4b7d24fc1e011bf |
completed | May 7, 2026, 9:07 p.m. |
Created at: April 10, 2026, 12:59 a.m.