Triple

T14583057
Position Surface form Disambiguated ID Type / Status
Subject BMW E32 E342240 entity
Predicate safetyFeature P642 FINISHED
Object ABS (anti-lock braking system)
ABS (anti-lock braking system) is an automotive safety technology that prevents wheel lock-up during braking to maintain steering control and reduce stopping distances on slippery surfaces.
E1109176 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: ABS (anti-lock braking system) | Statement: [BMW E32, safetyFeature, ABS (anti-lock braking system)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ABS (anti-lock braking system)
Context triple: [BMW E32, safetyFeature, ABS (anti-lock braking system)]
  • A. Sensotronic Brake Control (SBC)
    Sensotronic Brake Control (SBC) is an electro-hydraulic "brake-by-wire" system developed by Mercedes-Benz to provide faster, more precise braking response and enhanced stability functions compared to conventional braking systems.
  • B. Porsche Active Suspension Management (PASM)
    Porsche Active Suspension Management (PASM) is an electronically controlled damping system that continuously adjusts a Porsche’s suspension settings to optimize comfort and handling based on driving conditions and driver preferences.
  • C. Porsche Dynamic Chassis Control (PDCC)
    Porsche Dynamic Chassis Control (PDCC) is an active suspension and anti-roll system that uses electronically controlled stabilizers to reduce body roll and enhance cornering stability and comfort in Porsche vehicles.
  • D. ProActive Chassis Control suspension
    ProActive Chassis Control suspension is McLaren’s advanced, hydraulically linked active suspension system that optimizes handling and ride comfort by continuously adjusting each wheel independently without traditional anti-roll bars.
  • E. AEB
    AEB is Brazil's national space agency responsible for coordinating the country's space research, satellite programs, and related technological development.
  • 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: ABS (anti-lock braking system)
Triple: [BMW E32, safetyFeature, ABS (anti-lock braking system)]
Generated description
ABS (anti-lock braking system) is an automotive safety technology that prevents wheel lock-up during braking to maintain steering control and reduce stopping distances on slippery surfaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ABS (anti-lock braking system)
Target entity description: ABS (anti-lock braking system) is an automotive safety technology that prevents wheel lock-up during braking to maintain steering control and reduce stopping distances on slippery surfaces.
  • A. Sensotronic Brake Control (SBC)
    Sensotronic Brake Control (SBC) is an electro-hydraulic "brake-by-wire" system developed by Mercedes-Benz to provide faster, more precise braking response and enhanced stability functions compared to conventional braking systems.
  • B. Porsche Active Suspension Management (PASM)
    Porsche Active Suspension Management (PASM) is an electronically controlled damping system that continuously adjusts a Porsche’s suspension settings to optimize comfort and handling based on driving conditions and driver preferences.
  • C. Porsche Dynamic Chassis Control (PDCC)
    Porsche Dynamic Chassis Control (PDCC) is an active suspension and anti-roll system that uses electronically controlled stabilizers to reduce body roll and enhance cornering stability and comfort in Porsche vehicles.
  • D. ProActive Chassis Control suspension
    ProActive Chassis Control suspension is McLaren’s advanced, hydraulically linked active suspension system that optimizes handling and ride comfort by continuously adjusting each wheel independently without traditional anti-roll bars.
  • E. AEB
    AEB is Brazil's national space agency responsible for coordinating the country's space research, satellite programs, and related technological development.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb41e71748190a1deacc819dd26d3 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94ba235c81909e0408ccf2be9628 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd9619f33881908e8d95ef09256d34 completed May 8, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69fd96e97ec48190aae9b25ce7154802 completed May 8, 2026, 7:55 a.m.
Created at: April 10, 2026, 1:24 a.m.