Triple
T12762012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MCI D-Series coaches |
E305017
|
entity |
| Predicate | typicalTransmissionSupplier |
P87712
|
FINISHED |
| Object |
Allison Transmission
Allison Transmission is an American manufacturer renowned for its automatic transmissions used widely in commercial, military, and heavy-duty vehicles.
|
E1003206
|
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: Allison Transmission | Statement: [MCI D-Series coaches, typicalTransmissionSupplier, Allison Transmission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allison Transmission Context triple: [MCI D-Series coaches, typicalTransmissionSupplier, Allison Transmission]
-
A.
Meritor
Meritor is the abbreviated name of Meritor Savings Bank, FSB, a former U.S. financial institution that provided consumer and commercial banking services.
-
B.
Jasper Engines & Transmissions
Jasper Engines & Transmissions is a major American remanufacturer of gas and diesel engines, transmissions, and other drivetrain components, headquartered in Jasper, Indiana.
-
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.
Tenneco
Tenneco is a global automotive parts manufacturer known for producing ride performance, clean air, and powertrain components for vehicle manufacturers and the aftermarket.
- 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: Allison Transmission Triple: [MCI D-Series coaches, typicalTransmissionSupplier, Allison Transmission]
Generated description
Allison Transmission is an American manufacturer renowned for its automatic transmissions used widely in commercial, military, and heavy-duty vehicles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Allison Transmission Target entity description: Allison Transmission is an American manufacturer renowned for its automatic transmissions used widely in commercial, military, and heavy-duty vehicles.
-
A.
Meritor
Meritor is the abbreviated name of Meritor Savings Bank, FSB, a former U.S. financial institution that provided consumer and commercial banking services.
-
B.
Jasper Engines & Transmissions
Jasper Engines & Transmissions is a major American remanufacturer of gas and diesel engines, transmissions, and other drivetrain components, headquartered in Jasper, Indiana.
-
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.
Tenneco
Tenneco is a global automotive parts manufacturer known for producing ride performance, clean air, and powertrain components for vehicle manufacturers and the aftermarket.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: typicalTransmissionSupplier Context triple: [MCI D-Series coaches, typicalTransmissionSupplier, Allison Transmission]
-
A.
transmissionSupplier
chosen
Indicates that one entity serves as the provider or operator responsible for delivering or managing the transmission of something (such as energy, data, or signals) to another entity.
-
B.
transmissionType
Indicates the method or medium through which something is transmitted or conveyed from one entity to another.
-
C.
isTransmittedBy
Indicates that something (such as information, a signal, or a disease) is passed or conveyed from one entity to another through a specified agent or medium.
-
D.
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.
-
E.
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.
- F. None of above.
Provenance (6 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96d8e44188190840cd23d380bf23d |
completed | April 10, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684f298f881908ad77f2d0ab588a8 |
completed | May 2, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_69f685dc63f48190bb68f9859e99e3b4 |
completed | May 2, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68a92226881909600555332c2c370 |
completed | May 2, 2026, 11:36 p.m. |
| PD | Predicate disambiguation | batch_69d96409739881909174ba005a986cb5 |
completed | April 10, 2026, 8:56 p.m. |
Created at: April 9, 2026, 5:28 p.m.