Triple
T3182056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BMW 7 Series |
E66610
|
entity |
| Predicate | hasGeneration |
P455
|
FINISHED |
| Object |
BMW E23
The BMW E23 is the first generation of BMW's flagship 7 Series luxury sedan, produced from the late 1970s through the 1980s and known for introducing advanced technology and executive-class comfort to the lineup.
|
E340946
|
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: BMW E23 | Statement: [BMW 7 Series, hasGeneration, BMW E23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BMW E23 Context triple: [BMW 7 Series, hasGeneration, BMW E23]
-
A.
BMW 132
The BMW 132 was a German nine-cylinder air-cooled radial aircraft engine widely used in Luftwaffe bombers and transport aircraft during the 1930s and World War II.
-
B.
BMW 02 Series
The BMW 02 Series is a classic line of compact executive cars from the late 1960s and 1970s that helped establish BMW’s reputation for sporty, driver-focused vehicles.
-
C.
BMW Z3
The BMW Z3 is a compact two-seat roadster (and later coupe) produced by BMW from the mid-1990s to early 2000s, known for its sporty handling and appearance in the James Bond film "GoldenEye."
-
D.
BMW 3 Series
The BMW 3 Series is a line of compact executive cars renowned for its sporty handling, premium build quality, and status as one of BMW’s most popular and influential models.
-
E.
BMW 5 Series
The BMW 5 Series is a line of executive mid-size luxury cars known for combining performance, comfort, and advanced technology.
- 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: BMW E23 Triple: [BMW 7 Series, hasGeneration, BMW E23]
Generated description
The BMW E23 is the first generation of BMW's flagship 7 Series luxury sedan, produced from the late 1970s through the 1980s and known for introducing advanced technology and executive-class comfort to the lineup.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BMW E23 Target entity description: The BMW E23 is the first generation of BMW's flagship 7 Series luxury sedan, produced from the late 1970s through the 1980s and known for introducing advanced technology and executive-class comfort to the lineup.
-
A.
BMW 132
The BMW 132 was a German nine-cylinder air-cooled radial aircraft engine widely used in Luftwaffe bombers and transport aircraft during the 1930s and World War II.
-
B.
BMW 02 Series
The BMW 02 Series is a classic line of compact executive cars from the late 1960s and 1970s that helped establish BMW’s reputation for sporty, driver-focused vehicles.
-
C.
BMW Z3
The BMW Z3 is a compact two-seat roadster (and later coupe) produced by BMW from the mid-1990s to early 2000s, known for its sporty handling and appearance in the James Bond film "GoldenEye."
-
D.
BMW 3 Series
The BMW 3 Series is a line of compact executive cars renowned for its sporty handling, premium build quality, and status as one of BMW’s most popular and influential models.
-
E.
BMW 5 Series
The BMW 5 Series is a line of executive mid-size luxury cars known for combining performance, comfort, and advanced technology.
- 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_69ad8587c1bc8190a2595f2c22ee1001 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada6bd07888190b680eace8290d821 |
completed | March 8, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b276f529008190bc22ca454bd5d76b |
completed | March 12, 2026, 8:19 a.m. |
| NEDg | Description generation | batch_69b2786b7d388190ad0d97bd41a60543 |
completed | March 12, 2026, 8:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27c45f6b08190966fbc3fd28664ec |
completed | March 12, 2026, 8:41 a.m. |
Created at: March 8, 2026, 3:06 p.m.