Triple
T5073378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joel Schumacher |
E114333
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Schumacher
Schumacher is a common German surname borne by various notable individuals across fields such as sports, politics, and the arts.
|
E492925
|
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: Schumacher | Statement: [Joel Schumacher, familyName, Schumacher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schumacher Context triple: [Joel Schumacher, familyName, Schumacher]
-
A.
Schumacher
Schumacher is a small community within the city of Timmins in northeastern Ontario, Canada, historically known as a mining town.
-
B.
Michael Schumacher
Michael Schumacher is a legendary German Formula One driver widely regarded as one of the greatest in the sport’s history, known for his record world championships and dominance with Ferrari.
-
C.
Patrik Schumacher
Patrik Schumacher is a German architect and theorist best known as the principal of Zaha Hadid Architects and a leading proponent of the architectural style he calls "parametricism."
-
D.
Ayrton Senna
Ayrton Senna was a legendary Brazilian Formula One driver renowned for his exceptional speed, qualifying prowess, and three World Drivers' Championship titles before his tragic death in 1994.
-
E.
Lewis Hamilton
Lewis Hamilton is a British Formula One racing driver, widely regarded as one of the greatest in the sport’s history, with multiple World Drivers’ Championship titles.
- 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: Schumacher Triple: [Joel Schumacher, familyName, Schumacher]
Generated description
Schumacher is a common German surname borne by various notable individuals across fields such as sports, politics, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schumacher Target entity description: Schumacher is a common German surname borne by various notable individuals across fields such as sports, politics, and the arts.
-
A.
Schumacher
Schumacher is a small community within the city of Timmins in northeastern Ontario, Canada, historically known as a mining town.
-
B.
Michael Schumacher
Michael Schumacher is a legendary German Formula One driver widely regarded as one of the greatest in the sport’s history, known for his record world championships and dominance with Ferrari.
-
C.
Patrik Schumacher
Patrik Schumacher is a German architect and theorist best known as the principal of Zaha Hadid Architects and a leading proponent of the architectural style he calls "parametricism."
-
D.
Ayrton Senna
Ayrton Senna was a legendary Brazilian Formula One driver renowned for his exceptional speed, qualifying prowess, and three World Drivers' Championship titles before his tragic death in 1994.
-
E.
Lewis Hamilton
Lewis Hamilton is a British Formula One racing driver, widely regarded as one of the greatest in the sport’s history, with multiple World Drivers’ Championship titles.
- 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_69bd443cf28c8190ad371d603563dbdd |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74cfa4348190bc50590117a6bcf9 |
completed | March 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb11600ac81908661759839ebfc98 |
completed | March 21, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69beb36d1f50819083b7789a3654c51a |
completed | March 21, 2026, 3:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb48d2a8881909aab831f657d9f13 |
completed | March 21, 2026, 3:09 p.m. |
Created at: March 20, 2026, 1:39 p.m.