Triple

T5257333
Position Surface form Disambiguated ID Type / Status
Subject Saab XWD all-wheel-drive system E118732 entity
Predicate category P87 FINISHED
Object Saab technologies
Saab technologies are the innovative engineering and automotive systems developed by Swedish manufacturer Saab, known for advanced safety, turbocharging, and distinctive drivetrain solutions.
E2751 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: Saab technologies | Statement: [Saab XWD all-wheel-drive system, category, Saab technologies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Saab technologies
Context triple: [Saab XWD all-wheel-drive system, category, Saab technologies]
  • A. Saab AB
    Saab AB is a Swedish aerospace and defense company known for developing military aircraft, advanced defense systems, and security solutions.
  • B. Saab safety concept
    Saab safety concept is the Swedish automaker’s integrated approach to vehicle safety, combining advanced structural design, active and passive protection systems, and innovative features to reduce injuries and enhance occupant protection.
  • C. Saab Kockums
    Saab Kockums is a Swedish shipyard and defense company best known for designing and building advanced submarines and naval vessels.
  • D. Saab Automobile
    Saab Automobile was a Swedish car manufacturer known for its innovative engineering, turbocharged engines, and distinctive, safety-focused designs.
  • E. Saab Surveillance
    Saab Surveillance is a business unit of the Swedish defense and security company Saab AB that specializes in advanced radar, sensor, and command-and-control systems for military and civil applications.
  • 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: Saab technologies
Triple: [Saab XWD all-wheel-drive system, category, Saab technologies]
Generated description
Saab technologies are the innovative engineering and automotive systems developed by Swedish manufacturer Saab, known for advanced safety, turbocharging, and distinctive drivetrain solutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Saab technologies
Target entity description: Saab technologies are the innovative engineering and automotive systems developed by Swedish manufacturer Saab, known for advanced safety, turbocharging, and distinctive drivetrain solutions.
  • A. Saab AB
    Saab AB is a Swedish aerospace and defense company known for developing military aircraft, advanced defense systems, and security solutions.
  • B. Saab safety concept
    Saab safety concept is the Swedish automaker’s integrated approach to vehicle safety, combining advanced structural design, active and passive protection systems, and innovative features to reduce injuries and enhance occupant protection.
  • C. Saab Kockums
    Saab Kockums is a Swedish shipyard and defense company best known for designing and building advanced submarines and naval vessels.
  • D. Saab Automobile chosen
    Saab Automobile was a Swedish car manufacturer known for its innovative engineering, turbocharged engines, and distinctive, safety-focused designs.
  • E. Saab Surveillance
    Saab Surveillance is a business unit of the Swedish defense and security company Saab AB that specializes in advanced radar, sensor, and command-and-control systems for military and civil applications.
  • F. None of above.

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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ba64fe48190943e7d49f6e1449a completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe7ded18819094f86cfff458953c completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff0dda548190831d34282afa9b8e completed March 21, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69beff6890f4819088cb053bcdb4f8a1 completed March 21, 2026, 8:28 p.m.
Created at: March 20, 2026, 1:50 p.m.