Triple
T11750853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2018 Toronto mayoral election |
E279398
|
entity |
| Predicate | candidate |
P1223
|
FINISHED |
| Object |
Giorgio Mammoliti
Giorgio Mammoliti is a Canadian politician and former long-serving Toronto city councillor known for his often controversial and outspoken positions on municipal issues.
|
E1069988
|
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: Giorgio Mammoliti | Statement: [2018 Toronto mayoral election, candidate, Giorgio Mammoliti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Giorgio Mammoliti Context triple: [2018 Toronto mayoral election, candidate, Giorgio Mammoliti]
-
A.
Gennaro D'Onofrio
Gennaro D'Onofrio is the father of American actor and filmmaker Vincent D'Onofrio.
-
B.
Armando Nannuzzi
Armando Nannuzzi was an Italian cinematographer known for his work on numerous international films, including collaborations with directors such as Stephen King on "Maximum Overdrive."
-
C.
Vincenzo Brenna
Vincenzo Brenna was an Italian-born architect and designer active in the late 18th and early 19th centuries, known for his work in Russia and his contributions to neoclassical and early Romantic architecture.
-
D.
Luigi Traglia
Luigi Traglia was an Italian cardinal of the Roman Catholic Church who held several prominent curial and pastoral roles in the mid-20th century.
-
E.
Gianni Nunnari
Gianni Nunnari is an Italian film producer and executive known for backing high-profile international films such as "Se7en," "The Departed," and "300."
- 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: Giorgio Mammoliti Triple: [2018 Toronto mayoral election, candidate, Giorgio Mammoliti]
Generated description
Giorgio Mammoliti is a Canadian politician and former long-serving Toronto city councillor known for his often controversial and outspoken positions on municipal issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Giorgio Mammoliti Target entity description: Giorgio Mammoliti is a Canadian politician and former long-serving Toronto city councillor known for his often controversial and outspoken positions on municipal issues.
-
A.
Gennaro D'Onofrio
Gennaro D'Onofrio is the father of American actor and filmmaker Vincent D'Onofrio.
-
B.
Armando Nannuzzi
Armando Nannuzzi was an Italian cinematographer known for his work on numerous international films, including collaborations with directors such as Stephen King on "Maximum Overdrive."
-
C.
Vincenzo Brenna
Vincenzo Brenna was an Italian-born architect and designer active in the late 18th and early 19th centuries, known for his work in Russia and his contributions to neoclassical and early Romantic architecture.
-
D.
Luigi Traglia
Luigi Traglia was an Italian cardinal of the Roman Catholic Church who held several prominent curial and pastoral roles in the mid-20th century.
-
E.
Gianni Nunnari
Gianni Nunnari is an Italian film producer and executive known for backing high-profile international films such as "Se7en," "The Departed," and "300."
- 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_69d6ab01038c819080714901502c84fc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a508b0c4819082fbcc27d559ea2f |
completed | April 10, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce593bbc8190827ca217f43140b9 |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd56da288190b2bd33bc496c3fb9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb039fdb1c8190ad5286d1cfe80a29 |
completed | May 6, 2026, 9:02 a.m. |
Created at: April 8, 2026, 9:41 p.m.