Triple

T18254436
Position Surface form Disambiguated ID Type / Status
Subject ContiTech E437185 entity
Predicate hasBusinessArea P16009 FINISHED
Object Air Spring Systems
Air Spring Systems is a ContiTech business unit specializing in the development and production of air spring technologies for vehicle suspension and industrial applications.
E1314103 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: Air Spring Systems | Statement: [ContiTech, hasBusinessArea, Air Spring Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Spring Systems
Context triple: [ContiTech, hasBusinessArea, Air Spring Systems]
  • A. AIR SPRING
    AIR SPRING is the airline callsign used by the Chinese low-cost carrier Spring Airlines.
  • B. MacPherson strut
    The MacPherson strut is a widely used automotive suspension design that combines a shock absorber and coil spring into a single compact unit to support and guide a vehicle’s front wheels.
  • C. Hydragas suspension system
    The Hydragas suspension system is a fluid and gas interconnected suspension technology used in various British cars to provide a smoother, more level ride by linking the suspension units at each wheel.
  • D. Hydractive 3+ suspension system
    The Hydractive 3+ suspension system is Citroën’s advanced electronically controlled hydropneumatic suspension that automatically adjusts ride height and damping to maximize comfort and handling.
  • E. Active Body Control suspension
    Active Body Control suspension is Mercedes-Benz’s advanced hydropneumatic, electronically controlled suspension system designed to minimize body roll and improve ride comfort and handling.
  • 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: Air Spring Systems
Triple: [ContiTech, hasBusinessArea, Air Spring Systems]
Generated description
Air Spring Systems is a ContiTech business unit specializing in the development and production of air spring technologies for vehicle suspension and industrial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Spring Systems
Target entity description: Air Spring Systems is a ContiTech business unit specializing in the development and production of air spring technologies for vehicle suspension and industrial applications.
  • A. AIR SPRING
    AIR SPRING is the airline callsign used by the Chinese low-cost carrier Spring Airlines.
  • B. MacPherson strut
    The MacPherson strut is a widely used automotive suspension design that combines a shock absorber and coil spring into a single compact unit to support and guide a vehicle’s front wheels.
  • C. Hydragas suspension system
    The Hydragas suspension system is a fluid and gas interconnected suspension technology used in various British cars to provide a smoother, more level ride by linking the suspension units at each wheel.
  • D. Hydractive 3+ suspension system
    The Hydractive 3+ suspension system is Citroën’s advanced electronically controlled hydropneumatic suspension that automatically adjusts ride height and damping to maximize comfort and handling.
  • E. Active Body Control suspension
    Active Body Control suspension is Mercedes-Benz’s advanced hydropneumatic, electronically controlled suspension system designed to minimize body roll and improve ride comfort and handling.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd84b3a481908bbc1a5e5034d397 completed April 19, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac79bc7881909794d5f563ab0552 completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad3be75c819080f57a24747ec55f completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03aede6ea481908bb9acdb2ff17e9a completed May 12, 2026, 10:51 p.m.
Created at: April 10, 2026, 10:33 a.m.