Triple
T30913199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BMW 5 Series platform (F10) |
E787511
|
entity |
| Predicate | replacedIn5SeriesBy |
P191696
|
FINISHED |
| Object |
BMW 5 Series platform (G30)
The BMW 5 Series platform (G30) is the seventh-generation executive sedan architecture from BMW, featuring updated technology, improved efficiency, and advanced driver assistance systems over its predecessor.
|
E1939076
|
NE FINISHED |
How this triple was built (3 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 5 Series platform (G30) | Statement: [BMW 5 Series platform (F10), replacedIn5SeriesBy, BMW 5 Series platform (G30)]
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 5 Series platform (G30) Triple: [BMW 5 Series platform (F10), replacedIn5SeriesBy, BMW 5 Series platform (G30)]
Generated description
The BMW 5 Series platform (G30) is the seventh-generation executive sedan architecture from BMW, featuring updated technology, improved efficiency, and advanced driver assistance systems over its predecessor.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: replacedIn5SeriesBy Context triple: [BMW 5 Series platform (F10), replacedIn5SeriesBy, BMW 5 Series platform (G30)]
-
A.
replacedInNewDesignsBy
Indicates that an element or component is superseded and functionally taken over by another element or component in newer designs.
-
B.
replacedRollingStock
Indicates that one rolling stock asset has been substituted or superseded by another in service or operational use.
-
C.
replacedInQ7By
Indicates that an entity was superseded or substituted by another entity in version or release Q7.
-
D.
developedAsReplacementFor
Indicates that one entity was created or designed specifically to take the place of another entity, serving as its successor or substitute.
-
E.
replacedSystemBasedOn
Indicates that one system was substituted for another specifically on the basis of certain criteria, conditions, or evaluations.
- 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_69f224be300c8190a6513ce1ee0a7026 |
completed | April 29, 2026, 3:33 p.m. |
| NER | Named-entity recognition | batch_69fce7671f108190bf3ebf54339068b5 |
completed | May 7, 2026, 7:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a28e464082c81908b42a5fcc30e1f06 |
completed | June 10, 2026, 4:13 a.m. |
| NEDg | Description generation | batch_6a28e8a299908190a16f145e901f8edd |
completed | June 10, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a28e91bbbcc8190bf420aaed9cf4b8a |
completed | June 10, 2026, 4:33 a.m. |
| PD | Predicate disambiguation | batch_69fce5b5a84c81908ac1b5b9f08d48d0 |
completed | May 7, 2026, 7:19 p.m. |
| PDg | Predicate description generation | batch_69fce76669408190b1beef8899a8a5e2 |
completed | May 7, 2026, 7:26 p.m. |
Created at: April 29, 2026, 8:51 p.m.