Triple
T19158581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PL |
E468990
|
entity |
| Predicate | hasFormerPrimeMinister |
P134664
|
FINISHED |
| Object | Joseph 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: Joseph Muscat | Statement: [PL, hasFormerPrimeMinister, Joseph Muscat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Muscat Context triple: [PL, hasFormerPrimeMinister, Joseph Muscat]
-
A.
Joseph Muscat
chosen
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.
Renald Falzon
Renald Falzon is a Maltese local politician who serves as the mayor of the town of Qormi in Malta.
-
C.
Jamie Kyriakides
Jamie Kyriakides is a musician best known as a member of the London-based reggae and ska punk band The Skints.
-
D.
Andrew Holness
Andrew Holness is a Jamaican politician who has served as Prime Minister and leader of the Jamaica Labour Party.
-
E.
Robert Abela
Robert Abela is a Maltese lawyer and politician who has served as Prime Minister of Malta since 2020.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFormerPrimeMinister Context triple: [PL, hasFormerPrimeMinister, Joseph Muscat]
-
A.
hasFormerPrimeMinisterBornHere
Indicates that at least one former prime minister was born at the referenced location.
-
B.
lastPrimeMinister
Indicates that the subject is the most recent individual to have held the office of prime minister of the object entity.
-
C.
hasFormerChiefMinister
Indicates that an entity has, as a past holder of the office, a person who previously served as its chief minister.
-
D.
predecessorAsPrimeMinister
Indicates that one person previously held the office of Prime Minister immediately before another person.
-
E.
associatedPrimeMinister
Indicates that there is a relationship linking an entity (such as an event, organization, or period) to the prime minister who is connected with or responsible for it.
- F. None of above. chosen
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69e4b9b83d6881908e6271c620f74100 |
completed | April 19, 2026, 11:17 a.m. |
| PDg | Predicate description generation | batch_69e4bfe9ef7081908a74a57d1fc731ea |
completed | April 19, 2026, 11:43 a.m. |
Created at: April 10, 2026, 12:06 p.m.