Triple

T9044618
Position Surface form Disambiguated ID Type / Status
Subject EcoTec3 V8 E216722 entity
Predicate technologyBrand P39392 FINISHED
Object Active Fuel Management
Active Fuel Management is General Motors' cylinder deactivation technology that improves fuel efficiency in V6 and V8 engines by temporarily shutting off select cylinders under light-load conditions.
 E774291 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: Active Fuel Management | Statement: [EcoTec3 V8, technologyBrand, Active Fuel Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Active Fuel Management
Context triple: [EcoTec3 V8, technologyBrand, Active Fuel Management]
  • A. Bosch D-Jetronic fuel injection
    Bosch D-Jetronic fuel injection is an early electronic fuel injection system developed by Bosch that uses manifold pressure sensing and analog electronics to meter fuel delivery in various 1960s–1970s European cars.
  • B. FADEC
    FADEC (Full Authority Digital Engine Control) is an automated, computer-based system that manages and optimizes all aspects of an aircraft engine’s performance and operation.
  • C. EcoBoost turbocharged gasoline engines
    EcoBoost turbocharged gasoline engines are Ford’s family of fuel-efficient, performance-oriented gasoline powerplants that use turbocharging and direct injection to deliver strong power with reduced fuel consumption and emissions.
  • D. The Reactive Engine
    The Reactive Engine is an early conceptual work by Alan Kay that laid foundational ideas for personal computing and interactive, object-oriented systems, later influencing the Dynabook vision.
  • E. Turbocharged Direct Injection
    Turbocharged Direct Injection is a diesel engine technology developed by Volkswagen Group that combines turbocharging with direct fuel injection to improve power, efficiency, and emissions performance.
  • 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: Active Fuel Management
Triple: [EcoTec3 V8, technologyBrand, Active Fuel Management]
Generated description
Active Fuel Management is General Motors' cylinder deactivation technology that improves fuel efficiency in V6 and V8 engines by temporarily shutting off select cylinders under light-load conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Active Fuel Management
Target entity description: Active Fuel Management is General Motors' cylinder deactivation technology that improves fuel efficiency in V6 and V8 engines by temporarily shutting off select cylinders under light-load conditions.
  • A. Bosch D-Jetronic fuel injection
    Bosch D-Jetronic fuel injection is an early electronic fuel injection system developed by Bosch that uses manifold pressure sensing and analog electronics to meter fuel delivery in various 1960s–1970s European cars.
  • B. FADEC
    FADEC (Full Authority Digital Engine Control) is an automated, computer-based system that manages and optimizes all aspects of an aircraft engine’s performance and operation.
  • C. EcoBoost turbocharged gasoline engines
    EcoBoost turbocharged gasoline engines are Ford’s family of fuel-efficient, performance-oriented gasoline powerplants that use turbocharging and direct injection to deliver strong power with reduced fuel consumption and emissions.
  • D. The Reactive Engine
    The Reactive Engine is an early conceptual work by Alan Kay that laid foundational ideas for personal computing and interactive, object-oriented systems, later influencing the Dynabook vision.
  • E. Turbocharged Direct Injection
    Turbocharged Direct Injection is a diesel engine technology developed by Volkswagen Group that combines turbocharging with direct fuel injection to improve power, efficiency, and emissions performance.
  • 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_69ca83d22d488190adbce5e020e9cd1d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6b137cec8190bd1b812c10d9542a completed April 1, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfebada5948190add8813ba547647f completed April 3, 2026, 4:32 p.m.
NEDg Description generation batch_69cfed4fb6cc8190bb97345dd392b25b completed April 3, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_69cfedf299908190852cc627fd7134b9 completed April 3, 2026, 4:42 p.m.
Created at: March 30, 2026, 7:09 p.m.