Triple

T6836191
Position Surface form Disambiguated ID Type / Status
Subject Jeep Grand Cherokee E157455 entity
Predicate notableFeature P105 FINISHED
Object Quadra-Trac four-wheel-drive system
The Quadra-Trac four-wheel-drive system is Jeep’s full-time 4WD drivetrain technology designed to automatically distribute power between the front and rear wheels for improved traction and stability on varying road and off-road conditions.
E620523 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: Quadra-Trac four-wheel-drive system | Statement: [Jeep Grand Cherokee, notableFeature, Quadra-Trac four-wheel-drive system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quadra-Trac four-wheel-drive system
Context triple: [Jeep Grand Cherokee, notableFeature, Quadra-Trac four-wheel-drive system]
  • A. Rock-Trac 4x4 system
    The Rock-Trac 4x4 system is Jeep’s heavy-duty off-road four-wheel-drive setup known for its low-range gearing, enhanced traction, and rugged capability on challenging terrain.
  • B. Hydra-Matic automatic transmission
    The Hydra-Matic automatic transmission was one of the first mass-produced fully automatic automotive transmissions, developed by General Motors and widely used in mid-20th-century American cars.
  • C. Jeep Active Drive
    Jeep Active Drive is an advanced, automatically engaging four-wheel-drive system used in Jeep vehicles to enhance traction and stability across varying road and off-road conditions.
  • 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. Haldex all-wheel-drive system
    The Haldex all-wheel-drive system is an electronically controlled, on-demand AWD technology widely used by various car manufacturers to improve traction and handling by dynamically distributing power between the front and rear wheels.
  • 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: Quadra-Trac four-wheel-drive system
Triple: [Jeep Grand Cherokee, notableFeature, Quadra-Trac four-wheel-drive system]
Generated description
The Quadra-Trac four-wheel-drive system is Jeep’s full-time 4WD drivetrain technology designed to automatically distribute power between the front and rear wheels for improved traction and stability on varying road and off-road conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quadra-Trac four-wheel-drive system
Target entity description: The Quadra-Trac four-wheel-drive system is Jeep’s full-time 4WD drivetrain technology designed to automatically distribute power between the front and rear wheels for improved traction and stability on varying road and off-road conditions.
  • A. Rock-Trac 4x4 system
    The Rock-Trac 4x4 system is Jeep’s heavy-duty off-road four-wheel-drive setup known for its low-range gearing, enhanced traction, and rugged capability on challenging terrain.
  • B. Hydra-Matic automatic transmission
    The Hydra-Matic automatic transmission was one of the first mass-produced fully automatic automotive transmissions, developed by General Motors and widely used in mid-20th-century American cars.
  • C. Jeep Active Drive chosen
    Jeep Active Drive is an advanced, automatically engaging four-wheel-drive system used in Jeep vehicles to enhance traction and stability across varying road and off-road conditions.
  • 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. Haldex all-wheel-drive system
    The Haldex all-wheel-drive system is an electronically controlled, on-demand AWD technology widely used by various car manufacturers to improve traction and handling by dynamically distributing power between the front and rear wheels.
  • 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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d67c1c508190ab39b8aaaaacc628 completed March 27, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723ffce448190ac8edbaaa1517972 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724b85ec48190ba52ebdcb5cd70db completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c72568866c8190bf88a02e566d5c3a completed March 28, 2026, 12:48 a.m.
Created at: March 27, 2026, 2:19 p.m.