Triple

T8930210
Position Surface form Disambiguated ID Type / Status
Subject MAN TGS E212633 entity
Predicate automatedTransmissionBrand P86244 FINISHED
Object MAN TipMatic
MAN TipMatic is MAN’s proprietary automated manual transmission system designed to optimize gear shifting, fuel efficiency, and driving comfort in its commercial vehicles.
E766235 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: MAN TipMatic | Statement: [MAN TGS, automatedTransmissionBrand, MAN TipMatic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MAN TipMatic
Context triple: [MAN TGS, automatedTransmissionBrand, MAN TipMatic]
  • A. 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.
  • B. 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.
  • C. 4MATIC
    4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
  • D. Meritor
    Meritor is the abbreviated name of Meritor Savings Bank, FSB, a former U.S. financial institution that provided consumer and commercial banking services.
  • E. Holley
    Holley is a surname most notably associated with Alexander Lyman Holley, a prominent 19th-century American engineer and steel industry pioneer.
  • 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: MAN TipMatic
Triple: [MAN TGS, automatedTransmissionBrand, MAN TipMatic]
Generated description
MAN TipMatic is MAN’s proprietary automated manual transmission system designed to optimize gear shifting, fuel efficiency, and driving comfort in its commercial vehicles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MAN TipMatic
Target entity description: MAN TipMatic is MAN’s proprietary automated manual transmission system designed to optimize gear shifting, fuel efficiency, and driving comfort in its commercial vehicles.
  • A. 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.
  • B. 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.
  • C. 4MATIC
    4MATIC is Mercedes-Benz’s proprietary all-wheel-drive system designed to enhance traction, handling, and stability across various driving conditions.
  • D. Meritor
    Meritor is the abbreviated name of Meritor Savings Bank, FSB, a former U.S. financial institution that provided consumer and commercial banking services.
  • E. Holley
    Holley is a surname most notably associated with Alexander Lyman Holley, a prominent 19th-century American engineer and steel industry pioneer.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: automatedTransmissionBrand
Context triple: [MAN TGS, automatedTransmissionBrand, MAN TipMatic]
  • A. transmissionModel
    Indicates the mechanism or pattern by which something (such as information, disease, or signals) is passed or conveyed from one entity or location to another.
  • B. carManufacturer
    Indicates that one entity is the company that produces or manufactures the car represented by the other entity.
  • C. fieldedCarBrand
    Indicates that a particular car brand has been entered, deployed, or represented (e.g., in a race, event, or lineup) by some agent or organization.
  • D. transmissionType
    Indicates the method or medium through which something is transmitted or conveyed from one entity to another.
  • E. manufacturerType
    Indicates the classification or category of a manufacturer based on its role, characteristics, or production type.
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6676d5d881908ce78cbb5561a68b completed April 1, 2026, 12:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba63544081909394500f28b34ccb completed April 3, 2026, 1:02 p.m.
NEDg Description generation batch_69cfbc685bf08190a716a28cc9bcd031 completed April 3, 2026, 1:11 p.m.
NED2 Entity disambiguation (via description) batch_69cfbcc19ee081909e564040fea2ad9a completed April 3, 2026, 1:12 p.m.
PD Predicate disambiguation batch_69cc5ed3286c8190a21de2ee11f2639f completed March 31, 2026, 11:54 p.m.
PDg Predicate description generation batch_69cc608331f88190bcb500ff63527f8a completed April 1, 2026, 12:02 a.m.
Created at: March 30, 2026, 6:57 p.m.