Triple
T19158718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joseph Muscat |
E468994
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Michelle Muscat |
—
|
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: Michelle Muscat | Statement: [Joseph Muscat, spouse, Michelle Muscat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Muscat Context triple: [Joseph Muscat, spouse, Michelle Muscat]
-
A.
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.
-
B.
Fiona Hyslop
Fiona Hyslop is a Scottish National Party politician who has held several senior ministerial roles in the Scottish Government, particularly in culture, external affairs, and constitutional matters.
-
C.
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.
-
D.
Christopher Luxon
Christopher Luxon is a New Zealand politician and former airline executive who serves as the country's prime minister and leader of the National Party.
-
E.
Renald Falzon
Renald Falzon is a Maltese local politician who serves as the mayor of the town of Qormi 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: Michelle Muscat Target entity description: Michelle Muscat is a Maltese public figure and philanthropist known for her charitable work and for being the wife of former Prime Minister Joseph Muscat.
-
A.
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.
-
B.
Fiona Hyslop
Fiona Hyslop is a Scottish National Party politician who has held several senior ministerial roles in the Scottish Government, particularly in culture, external affairs, and constitutional matters.
-
C.
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.
-
D.
Christopher Luxon
Christopher Luxon is a New Zealand politician and former airline executive who serves as the country's prime minister and leader of the National Party.
-
E.
Renald Falzon
Renald Falzon is a Maltese local politician who serves as the mayor of the town of Qormi in Malta.
- F. None of above. chosen
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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5eebb573081909fcd6af8aff8692b |
completed | April 20, 2026, 9:15 a.m. |
Created at: April 10, 2026, 12:06 p.m.