Triple

T15437655
Position Surface form Disambiguated ID Type / Status
Subject Cadillac XLR-V E369808 entity
Predicate transmissionModel P64729 FINISHED
Object GM 6L80 automatic
The GM 6L80 automatic is a six-speed, heavy-duty automatic transmission used in high-performance and rear-wheel-drive General Motors vehicles.
 E1157983 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: GM 6L80 automatic | Statement: [Cadillac XLR-V, transmissionModel, GM 6L80 automatic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GM 6L80 automatic
Context triple: [Cadillac XLR-V, transmissionModel, GM 6L80 automatic]
  • A. 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.
  • B. Allison Transmission
    Allison Transmission is an American manufacturer renowned for its automatic transmissions used widely in commercial, military, and heavy-duty vehicles.
  • C. GTE Automatic Electric
    GTE Automatic Electric was a major U.S. telecommunications equipment manufacturer known for producing telephone switching systems and related hardware, particularly for independent telephone companies.
  • D. 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.
  • E. INVECS automatic transmission
    INVECS automatic transmission is Mitsubishi Motors’ proprietary adaptive automatic gearbox system that optimizes shift patterns based on driving conditions and driver behavior.
  • 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 6L80 automatic
Triple: [Cadillac XLR-V, transmissionModel, GM 6L80 automatic]
Generated description
The GM 6L80 automatic is a six-speed, heavy-duty automatic transmission used in high-performance and rear-wheel-drive General Motors vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GM 6L80 automatic
Target entity description: The GM 6L80 automatic is a six-speed, heavy-duty automatic transmission used in high-performance and rear-wheel-drive General Motors vehicles.
  • A. 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.
  • B. Allison Transmission
    Allison Transmission is an American manufacturer renowned for its automatic transmissions used widely in commercial, military, and heavy-duty vehicles.
  • C. GTE Automatic Electric
    GTE Automatic Electric was a major U.S. telecommunications equipment manufacturer known for producing telephone switching systems and related hardware, particularly for independent telephone companies.
  • D. 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.
  • E. INVECS automatic transmission
    INVECS automatic transmission is Mitsubishi Motors’ proprietary adaptive automatic gearbox system that optimizes shift patterns based on driving conditions and driver behavior.
  • 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_69d85a19180081909925012fbf4e62a3 completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03edca064819081510bf303271062 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff21a7d44481909a26b5cc331a3259 completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff23348a448190a2a2953a18b29aaf completed May 9, 2026, 12:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff240af68c8190af88834d97a42afb completed May 9, 2026, 12:09 p.m.
Created at: April 10, 2026, 3:21 a.m.