Triple
T553440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cadillac |
E11890
|
entity |
| Predicate | hasFormerModel |
P3444
|
FINISHED |
| Object |
Cadillac ATS
The Cadillac ATS is a compact luxury sports sedan and coupe that was produced by Cadillac in the 2010s to compete with European rivals like the BMW 3 Series.
|
E74549
|
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: Cadillac ATS | Statement: [Cadillac, hasFormerModel, Cadillac ATS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cadillac ATS Context triple: [Cadillac, hasFormerModel, Cadillac ATS]
-
A.
Cadillac CT5
The Cadillac CT5 is a mid-size luxury sedan known for its refined styling, advanced technology features, and performance-oriented variants.
-
B.
Cadillac CT4
The Cadillac CT4 is a compact luxury sedan that serves as Cadillac’s entry-level performance-oriented model, offering sporty handling and upscale features.
-
C.
Cadillac XT4
The Cadillac XT4 is a compact luxury crossover SUV positioned as Cadillac’s entry-level utility vehicle, offering premium features in a smaller, urban-friendly package.
-
D.
Pontiac G6
The Pontiac G6 is a mid-size car produced by General Motors from 2004 to 2010, known for its sporty styling and availability in sedan, coupe, and retractable hardtop convertible body styles.
-
E.
Cadillac XT5
The Cadillac XT5 is a luxury midsize crossover SUV known for its upscale interior, advanced technology features, and smooth, comfortable ride.
- 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: Cadillac ATS Triple: [Cadillac, hasFormerModel, Cadillac ATS]
Generated description
The Cadillac ATS is a compact luxury sports sedan and coupe that was produced by Cadillac in the 2010s to compete with European rivals like the BMW 3 Series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cadillac ATS Target entity description: The Cadillac ATS is a compact luxury sports sedan and coupe that was produced by Cadillac in the 2010s to compete with European rivals like the BMW 3 Series.
-
A.
Cadillac CT5
The Cadillac CT5 is a mid-size luxury sedan known for its refined styling, advanced technology features, and performance-oriented variants.
-
B.
Cadillac CT4
The Cadillac CT4 is a compact luxury sedan that serves as Cadillac’s entry-level performance-oriented model, offering sporty handling and upscale features.
-
C.
Cadillac XT4
The Cadillac XT4 is a compact luxury crossover SUV positioned as Cadillac’s entry-level utility vehicle, offering premium features in a smaller, urban-friendly package.
-
D.
Pontiac G6
The Pontiac G6 is a mid-size car produced by General Motors from 2004 to 2010, known for its sporty styling and availability in sedan, coupe, and retractable hardtop convertible body styles.
-
E.
Cadillac XT5
The Cadillac XT5 is a luxury midsize crossover SUV known for its upscale interior, advanced technology features, and smooth, comfortable ride.
- 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d28af148190acad3cfb809ff2f2 |
completed | March 1, 2026, 8:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a518c214088190963746dcb402b0b1 |
completed | March 2, 2026, 4:57 a.m. |
| NEDg | Description generation | batch_69a51b28a9f48190a940b7fb02ace212 |
completed | March 2, 2026, 5:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a51b8bd650819094832c3bbdf02cf0 |
completed | March 2, 2026, 5:09 a.m. |
Created at: March 1, 2026, 7:32 p.m.