Triple

T9325447
Position Surface form Disambiguated ID Type / Status
Subject ROS (Raggruppamento Operativo Speciale) E224374 entity
Predicate shortName P43 FINISHED
Object ROS
ROS (Raggruppamento Operativo Speciale) is a specialized investigative unit of the Italian Carabinieri focused on combating organized crime, terrorism, and other serious offenses.
 E790865 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: ROS | Statement: [ROS (Raggruppamento Operativo Speciale), shortName, ROS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ROS
Context triple: [ROS (Raggruppamento Operativo Speciale), shortName, ROS]
  • A. ROS
    ROS is the National Rail station code for Rosyth railway station in Fife, Scotland.
  • B. Rosa robotic platform
    The Rosa robotic platform is a surgical robotics system used primarily in orthopedic and neurosurgical procedures to enhance precision and assist surgeons in joint replacement and spine surgeries.
  • C. REV Robotics
    REV Robotics is a company that designs and manufactures robotics components and control systems widely used in educational and competitive robotics programs.
  • D. RobotC
    RobotC is a C-based programming language and development environment commonly used for programming educational robotics platforms such as LEGO Mindstorms.
  • E. Probot
    Probot is a heavy metal side project led by Dave Grohl that features collaborations with various prominent metal vocalists.
  • 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: ROS
Triple: [ROS (Raggruppamento Operativo Speciale), shortName, ROS]
Generated description
ROS (Raggruppamento Operativo Speciale) is a specialized investigative unit of the Italian Carabinieri focused on combating organized crime, terrorism, and other serious offenses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ROS
Target entity description: ROS (Raggruppamento Operativo Speciale) is a specialized investigative unit of the Italian Carabinieri focused on combating organized crime, terrorism, and other serious offenses.
  • A. ROS
    ROS is the National Rail station code for Rosyth railway station in Fife, Scotland.
  • B. Rosa robotic platform
    The Rosa robotic platform is a surgical robotics system used primarily in orthopedic and neurosurgical procedures to enhance precision and assist surgeons in joint replacement and spine surgeries.
  • C. REV Robotics
    REV Robotics is a company that designs and manufactures robotics components and control systems widely used in educational and competitive robotics programs.
  • D. RobotC
    RobotC is a C-based programming language and development environment commonly used for programming educational robotics platforms such as LEGO Mindstorms.
  • E. Probot
    Probot is a heavy metal side project led by Dave Grohl that features collaborations with various prominent metal vocalists.
  • 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_69ca8427a0c08190b749831d5ea98f02 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd36f77c808190aa5489c4305fd67d completed April 1, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c7e13d108190bc3409cf5608d9ad completed April 4, 2026, 8:12 a.m.
NEDg Description generation batch_69d0c8c715488190869d77411a14502b completed April 4, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0c9938ad8819094196104f7ac03bf completed April 4, 2026, 8:19 a.m.
Created at: March 30, 2026, 7:39 p.m.