Triple
T1751562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timmins |
E38453
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Schumacher
Schumacher is a small community within the city of Timmins in northeastern Ontario, Canada, historically known as a mining town.
|
E196966
|
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: [Timmins, hasNeighbourhood, Schumacher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schumacher Context triple: [Timmins, hasNeighbourhood, Schumacher]
-
A.
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.
-
B.
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.
-
C.
Alonso
Alonso is a Spanish given name of Germanic origin, widely used across the Spanish-speaking world and historically borne by numerous nobles, writers, and fictional characters.
-
D.
Fernando Alonso
Fernando Alonso was a prominent Spanish ballet dancer and choreographer who co-founded the Cuban National Ballet and played a key role in developing Cuban ballet.
-
E.
d'Ambrosio
d'Ambrosio is the original Italian family name of American lightweight boxing champion Lou Ambers.
- 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: [Timmins, hasNeighbourhood, Schumacher]
Generated description
Schumacher is a small community within the city of Timmins in northeastern Ontario, Canada, historically known as a mining town.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schumacher Target entity description: Schumacher is a small community within the city of Timmins in northeastern Ontario, Canada, historically known as a mining town.
-
A.
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.
-
B.
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.
-
C.
Alonso
Alonso is a Spanish given name of Germanic origin, widely used across the Spanish-speaking world and historically borne by numerous nobles, writers, and fictional characters.
-
D.
Fernando Alonso
Fernando Alonso was a prominent Spanish ballet dancer and choreographer who co-founded the Cuban National Ballet and played a key role in developing Cuban ballet.
-
E.
d'Ambrosio
d'Ambrosio is the original Italian family name of American lightweight boxing champion Lou Ambers.
- 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6411cc788190a052b029dbffa7ca |
completed | March 6, 2026, 5:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0e40cb88190953c639ee2464a54 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada1a2fb9481909d9ed587921ca6b6 |
completed | March 8, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada4e28830819082ed7facee14587f |
completed | March 8, 2026, 4:33 p.m. |
Created at: March 4, 2026, 7:31 p.m.