Triple
T19732872
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karmenu Mifsud Bonnici |
E473897
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object | Mifsud Bonnici |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mifsud Bonnici | Statement: [Karmenu Mifsud Bonnici, familyName, Mifsud Bonnici]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mifsud Bonnici Context triple: [Karmenu Mifsud Bonnici, familyName, Mifsud Bonnici]
-
A.
Ugo Mifsud Bonnici
Ugo Mifsud Bonnici is a Maltese politician and academic who served as President of Malta from 1994 to 1999.
-
B.
Nicolò Zammit
Nicolò Zammit was a Maltese archaeologist and scholar known for his pioneering work in uncovering and studying Malta’s prehistoric temple sites.
-
C.
Fortunato Mizzi
Fortunato Mizzi was a prominent 19th-century Maltese lawyer and politician who championed national self-determination and laid the foundations of modern Maltese nationalism.
-
D.
Robert Abela
Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
-
E.
Bernard Grech
Bernard Grech is a Maltese lawyer and politician who has served as leader of the Nationalist Party and Leader of the Opposition in Malta.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mifsud Bonnici Target entity description: Mifsud Bonnici is a Maltese surname most prominently associated with Karmenu Mifsud Bonnici, a former Prime Minister of Malta.
-
A.
Ugo Mifsud Bonnici
chosen
Ugo Mifsud Bonnici is a Maltese politician and academic who served as President of Malta from 1994 to 1999.
-
B.
Nicolò Zammit
Nicolò Zammit was a Maltese archaeologist and scholar known for his pioneering work in uncovering and studying Malta’s prehistoric temple sites.
-
C.
Fortunato Mizzi
Fortunato Mizzi was a prominent 19th-century Maltese lawyer and politician who championed national self-determination and laid the foundations of modern Maltese nationalism.
-
D.
Robert Abela
Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
-
E.
Bernard Grech
Bernard Grech is a Maltese lawyer and politician who has served as leader of the Nationalist Party and Leader of the Opposition in Malta.
- F. None of above.
Provenance (2 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_69d8e517ebd48190979ee76723bcfadf |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e651596b98819090bcaf05c7b74555 |
completed | April 20, 2026, 4:16 p.m. |
Created at: April 10, 2026, 1:47 p.m.