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.