Triple
T4322020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lancia Martini Racing |
E96538
|
entity |
| Predicate | associatedDriver |
P7364
|
FINISHED |
| Object |
Walter Röhrl
Walter Röhrl is a legendary German rally driver, renowned for his World Rally Championship titles and mastery of Group B era cars.
|
E432276
|
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: Walter Röhrl | Statement: [Lancia Martini Racing, associatedDriver, Walter Röhrl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Röhrl Context triple: [Lancia Martini Racing, associatedDriver, Walter Röhrl]
-
A.
Heinz von Randow
Heinz von Randow was a German Wehrmacht general during World War II who is chiefly remembered for his leadership of armored units, including the 21st Panzer Division.
-
B.
Claus Wellenreuther
Claus Wellenreuther is a German entrepreneur best known as one of the co-founders of the enterprise software company SAP.
-
C.
Ralf Reinhardt
Ralf Reinhardt is a German local politician who serves as the mayor of the town of Neuruppin in Brandenburg.
-
D.
Christian Stäblein
Christian Stäblein is a German Protestant theologian and church leader who serves as a bishop in the Evangelical Church in Germany.
-
E.
Alexander Löhr
Alexander Löhr was an Austrian-born Luftwaffe general who commanded German air and ground forces in the Balkans during World War II and was later executed for war crimes.
- 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: Walter Röhrl Triple: [Lancia Martini Racing, associatedDriver, Walter Röhrl]
Generated description
Walter Röhrl is a legendary German rally driver, renowned for his World Rally Championship titles and mastery of Group B era cars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Röhrl Target entity description: Walter Röhrl is a legendary German rally driver, renowned for his World Rally Championship titles and mastery of Group B era cars.
-
A.
Heinz von Randow
Heinz von Randow was a German Wehrmacht general during World War II who is chiefly remembered for his leadership of armored units, including the 21st Panzer Division.
-
B.
Claus Wellenreuther
Claus Wellenreuther is a German entrepreneur best known as one of the co-founders of the enterprise software company SAP.
-
C.
Ralf Reinhardt
Ralf Reinhardt is a German local politician who serves as the mayor of the town of Neuruppin in Brandenburg.
-
D.
Christian Stäblein
Christian Stäblein is a German Protestant theologian and church leader who serves as a bishop in the Evangelical Church in Germany.
-
E.
Alexander Löhr
Alexander Löhr was an Austrian-born Luftwaffe general who commanded German air and ground forces in the Balkans during World War II and was later executed for war crimes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedDriver Context triple: [Lancia Martini Racing, associatedDriver, Walter Röhrl]
-
A.
possibleDriver
Indicates that an entity is a candidate or potential driver of another entity, such as a possible cause, regulator, or influencing factor.
-
B.
drivesOn
Indicates that an entity uses or travels along a particular route, surface, or roadway as its path of movement.
-
C.
driverType
Indicates the category or role of a driver associated with an entity or activity (e.g., primary, backup, commercial, etc.).
-
D.
driveType
Indicates the type or configuration of the drive mechanism used to power or propel an entity.
-
E.
drives
chosen
Indicates that one entity operates and controls the movement of a vehicle or similar conveyance transporting themselves or others.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3511608dc8190afe912aa605ecace |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09165a8819089fbb9b9ed4c82ff |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d4607a688190a3a7352579ea5ee7 |
completed | March 14, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d51068dc819099ac28361188dcc4 |
completed | March 14, 2026, 9:37 p.m. |
| PD | Predicate disambiguation | batch_69b34f4bec888190987fc2631498b637 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:12 p.m.