Triple
T8667478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ajith Kumar |
E205711
|
entity |
| Predicate | hasParticipatedIn |
P149
|
FINISHED |
| Object |
Formula BMW Asia
Formula BMW Asia was a regional single-seater junior racing series in Asia designed to develop young drivers and serve as a stepping stone toward higher levels of motorsport.
|
E749975
|
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: Formula BMW Asia | Statement: [Ajith Kumar, hasParticipatedIn, Formula BMW Asia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Formula BMW Asia Context triple: [Ajith Kumar, hasParticipatedIn, Formula BMW Asia]
-
A.
Tyco BMW
Tyco BMW is a professional motorcycle road racing team, best known for competing in major events like the Isle of Man TT and British Superbike Championship with BMW machinery.
-
B.
BMW Welt
BMW Welt is a futuristic multi-use exhibition, delivery, and event center in Munich that showcases BMW Group vehicles and technology.
-
C.
BMWK
BMWK is the German Federal Ministry responsible for economic policy and climate action at the national level.
-
D.
BMW M Performance (for i4 M50)
BMW M Performance (for i4 M50) is a range of factory-developed sporty styling and performance-enhancing parts tailored specifically for the BMW i4 M50 electric Gran Coupé.
-
E.
BMW XM
The BMW XM is a high-performance luxury SUV developed by BMW’s M division, notable for its powerful hybrid drivetrain and bold, distinctive design.
- 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: Formula BMW Asia Triple: [Ajith Kumar, hasParticipatedIn, Formula BMW Asia]
Generated description
Formula BMW Asia was a regional single-seater junior racing series in Asia designed to develop young drivers and serve as a stepping stone toward higher levels of motorsport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Formula BMW Asia Target entity description: Formula BMW Asia was a regional single-seater junior racing series in Asia designed to develop young drivers and serve as a stepping stone toward higher levels of motorsport.
-
A.
Tyco BMW
Tyco BMW is a professional motorcycle road racing team, best known for competing in major events like the Isle of Man TT and British Superbike Championship with BMW machinery.
-
B.
BMW Welt
BMW Welt is a futuristic multi-use exhibition, delivery, and event center in Munich that showcases BMW Group vehicles and technology.
-
C.
BMWK
BMWK is the German Federal Ministry responsible for economic policy and climate action at the national level.
-
D.
BMW M Performance (for i4 M50)
BMW M Performance (for i4 M50) is a range of factory-developed sporty styling and performance-enhancing parts tailored specifically for the BMW i4 M50 electric Gran Coupé.
-
E.
BMW XM
The BMW XM is a high-performance luxury SUV developed by BMW’s M division, notable for its powerful hybrid drivetrain and bold, distinctive design.
- 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_69ca83516ae88190aefe034b3bc589e3 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc48a34b808190aa9aed9cdb2900e6 |
completed | March 31, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecd1ca88c8190a3b2ca79a7204248 |
completed | April 2, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69cece8fcbcc8190832a66287bc8f833 |
completed | April 2, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecff48600819086a15700cb947056 |
completed | April 2, 2026, 8:22 p.m. |
Created at: March 30, 2026, 6:31 p.m.