Triple
T4785813
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maltese Labour Party |
E106473
|
entity |
| Predicate | previousLeader |
P7716
|
FINISHED |
| Object |
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.
|
E468994
|
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: Joseph Muscat | Statement: [Maltese Labour Party, previousLeader, Joseph Muscat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Muscat Context triple: [Maltese Labour Party, previousLeader, Joseph Muscat]
-
A.
Andrew Holness
Andrew Holness is a Jamaican politician who has served as Prime Minister and leader of the Jamaica Labour Party.
-
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.
Ralph Gonsalves
Ralph Gonsalves is a Vincentian politician who has served for many years as the prime minister and dominant political figure of Saint Vincent and the Grenadines.
-
D.
Peter Sciberras
Peter Sciberras is an Australian film editor best known for his acclaimed work on the 2021 psychological Western drama "The Power of the Dog."
-
E.
Roosevelt Skerrit
Roosevelt Skerrit is a Dominican politician who has served as the long-time leader of the Dominica Labour Party and head of government of Dominica.
- 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: Joseph Muscat Triple: [Maltese Labour Party, previousLeader, Joseph Muscat]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Muscat Target entity description: 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.
-
A.
Andrew Holness
Andrew Holness is a Jamaican politician who has served as Prime Minister and leader of the Jamaica Labour Party.
-
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.
Ralph Gonsalves
Ralph Gonsalves is a Vincentian politician who has served for many years as the prime minister and dominant political figure of Saint Vincent and the Grenadines.
-
D.
Peter Sciberras
Peter Sciberras is an Australian film editor best known for his acclaimed work on the 2021 psychological Western drama "The Power of the Dog."
-
E.
Roosevelt Skerrit
Roosevelt Skerrit is a Dominican politician who has served as the long-time leader of the Dominica Labour Party and head of government of Dominica.
- 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_69be43dbdec88190817845e7930a18f6 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be447c21d48190ab57c8761e733ff4 |
completed | March 21, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be45f5ebec8190b62c428b465d1bd9 |
completed | March 21, 2026, 7:17 a.m. |
Created at: March 20, 2026, 1:22 p.m.