Triple
T4785815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maltese Labour Party |
E106473
|
entity |
| Predicate | previousLeader |
P7716
|
FINISHED |
| Object |
Karmenu Mifsud Bonnici
Karmenu Mifsud Bonnici is a Maltese politician and former Prime Minister who led the Labour Party during the 1980s.
|
E473897
|
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: Karmenu Mifsud Bonnici | Statement: [Maltese Labour Party, previousLeader, Karmenu Mifsud Bonnici]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karmenu Mifsud Bonnici Context triple: [Maltese Labour Party, previousLeader, Karmenu Mifsud Bonnici]
-
A.
Robert Abela
Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
-
B.
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.
-
C.
Joseph Muscat
Joseph Muscat is a Maltese politician who served as Prime Minister of Malta from 2013 to 2020 and led the country’s centre-left Labour Party during that period.
-
D.
Myriam Spiteri Debono
Myriam Spiteri Debono is a Maltese politician and former Speaker of the House of Representatives who serves as the President of Malta.
-
E.
Ramona Attard
Ramona Attard is a Maltese lawyer, former journalist, and politician who has served as chairperson of the Labour Party in Malta.
- 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: Karmenu Mifsud Bonnici Triple: [Maltese Labour Party, previousLeader, Karmenu Mifsud Bonnici]
Generated description
Karmenu Mifsud Bonnici is a Maltese politician and former Prime Minister who led the Labour Party during the 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karmenu Mifsud Bonnici Target entity description: Karmenu Mifsud Bonnici is a Maltese politician and former Prime Minister who led the Labour Party during the 1980s.
-
A.
Robert Abela
Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
-
B.
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.
-
C.
Joseph Muscat
Joseph Muscat is a Maltese politician who served as Prime Minister of Malta from 2013 to 2020 and led the country’s centre-left Labour Party during that period.
-
D.
Myriam Spiteri Debono
Myriam Spiteri Debono is a Maltese politician and former Speaker of the House of Representatives who serves as the President of Malta.
-
E.
Ramona Attard
Ramona Attard is a Maltese lawyer, former journalist, and politician who has served as chairperson of the Labour Party in Malta.
- 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_69bd43f4a9588190bf73e20bc27c03cc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65b0ea408190b348d917883381de |
completed | March 20, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c9b1a348190809c1af686b7101a |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be5d9c7f9881909f093c9e6f706c0c |
completed | March 21, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5e1733148190b978c991da9539bf |
completed | March 21, 2026, 9 a.m. |
Created at: March 20, 2026, 1:22 p.m.