Triple

T5635867
Position Surface form Disambiguated ID Type / Status
Subject Impala SS (1994–1996) E147946 entity
Predicate transmissionModel P64729 FINISHED
Object GM 4L60-E
The GM 4L60-E is an electronically controlled four-speed automatic transmission widely used in General Motors rear-wheel-drive cars and light trucks during the 1990s and 2000s.
E538599 NE FINISHED

How this triple was built (5 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: GM 4L60-E | Statement: [Impala SS (1994–1996), transmissionModel, GM 4L60-E]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GM 4L60-E
Context triple: [Impala SS (1994–1996), transmissionModel, GM 4L60-E]
  • A. Vortec V6
    The Vortec V6 is a family of Chevrolet/GMC truck V6 engines known for their improved fuel atomization, efficiency, and performance in light-duty pickups and SUVs.
  • B. 4.2 L Vortec inline-6
    The 4.2 L Vortec inline-6 is a GM-designed straight-six gasoline engine known for its smooth operation and use in mid-2000s SUVs and trucks.
  • C. 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.
  • D. Vortec V8
    Vortec V8 is a family of Chevrolet/GMC small-block V8 gasoline engines known for their use in GM trucks and SUVs, offering a balance of power, durability, and efficiency.
  • E. GM High Feature V6 engines
    GM High Feature V6 engines are a family of modern, all-aluminum, dual overhead camshaft V6 powerplants developed by General Motors for use across a wide range of cars, crossovers, and SUVs worldwide.
  • 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: GM 4L60-E
Triple: [Impala SS (1994–1996), transmissionModel, GM 4L60-E]
Generated description
The GM 4L60-E is an electronically controlled four-speed automatic transmission widely used in General Motors rear-wheel-drive cars and light trucks during the 1990s and 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GM 4L60-E
Target entity description: The GM 4L60-E is an electronically controlled four-speed automatic transmission widely used in General Motors rear-wheel-drive cars and light trucks during the 1990s and 2000s.
  • A. Vortec V6
    The Vortec V6 is a family of Chevrolet/GMC truck V6 engines known for their improved fuel atomization, efficiency, and performance in light-duty pickups and SUVs.
  • B. 4.2 L Vortec inline-6
    The 4.2 L Vortec inline-6 is a GM-designed straight-six gasoline engine known for its smooth operation and use in mid-2000s SUVs and trucks.
  • C. 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.
  • D. Vortec V8
    Vortec V8 is a family of Chevrolet/GMC small-block V8 gasoline engines known for their use in GM trucks and SUVs, offering a balance of power, durability, and efficiency.
  • E. GM High Feature V6 engines
    GM High Feature V6 engines are a family of modern, all-aluminum, dual overhead camshaft V6 powerplants developed by General Motors for use across a wide range of cars, crossovers, and SUVs worldwide.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: transmissionModel
Context triple: [Impala SS (1994–1996), transmissionModel, GM 4L60-E]
  • A. transmissionType
    Indicates the method or medium through which something is transmitted or conveyed from one entity to another.
  • B. transmission
    Indicates the transfer or conveyance of something (such as information, energy, or material) from one entity to another.
  • C. transmissionRequirement
    Indicates that one entity requires the transfer or communication of something (such as data, power, or signals) to or from another entity in order for a condition or function to be satisfied.
  • D. transmissionCondition
    Indicates the circumstances or requirements under which something is transmitted from one entity to another.
  • E. transmissionFactor
    Indicates how strongly or efficiently something is passed or transmitted from one entity to another.
  • F. None of above. chosen

Provenance (7 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0226286208190b6ccf036cc09fe82 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d6d2dfc8190a2eabb8beda04ee5 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8a92a0819091bad1fbef4a509b completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c056acf1f48190bf7324ae178adbb7 completed March 22, 2026, 8:53 p.m.
PD Predicate disambiguation batch_69c01b1f12ec8190b4b9d9ee31cabe19 completed March 22, 2026, 4:38 p.m.
PDg Predicate description generation batch_69c01f0684908190ae2d14f0bd2ab892 completed March 22, 2026, 4:55 p.m.
Created at: March 22, 2026, 3:41 p.m.