Triple
T19158869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nationalist Party (Malta) |
E468997
|
entity |
| Predicate | prominentFigure |
P643
|
FINISHED |
| Object |
Ugo Mifsud Bonnici
Ugo Mifsud Bonnici is a Maltese politician and academic who served as President of Malta from 1994 to 1999.
|
E1367035
|
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: Ugo Mifsud Bonnici | Statement: [Nationalist Party (Malta), prominentFigure, Ugo Mifsud Bonnici]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ugo Mifsud Bonnici Context triple: [Nationalist Party (Malta), prominentFigure, Ugo Mifsud Bonnici]
-
A.
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.
-
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.
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.
-
D.
Robert Abela
Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
-
E.
Themistocles Zammit
Themistocles Zammit was a Maltese archaeologist, historian, and physician best known for his pioneering excavations and research that significantly advanced the understanding of Malta’s prehistoric and medical history.
- 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: Ugo Mifsud Bonnici Triple: [Nationalist Party (Malta), prominentFigure, Ugo Mifsud Bonnici]
Generated description
Ugo Mifsud Bonnici is a Maltese politician and academic who served as President of Malta from 1994 to 1999.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ugo Mifsud Bonnici Target entity description: Ugo Mifsud Bonnici is a Maltese politician and academic who served as President of Malta from 1994 to 1999.
-
A.
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.
-
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.
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.
-
D.
Robert Abela
Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
-
E.
Themistocles Zammit
Themistocles Zammit was a Maltese archaeologist, historian, and physician best known for his pioneering excavations and research that significantly advanced the understanding of Malta’s prehistoric and medical history.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5eebb573081909fcd6af8aff8692b |
completed | April 20, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a070e5d89a88190bc38a10b7de61957 |
completed | May 15, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_6a070ed021e08190b6f181e2885c107d |
completed | May 15, 2026, 12:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a070f2c21a0819085e2982383d168e6 |
completed | May 15, 2026, 12:18 p.m. |
Created at: April 10, 2026, 12:06 p.m.