Triple
T4785810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maltese Labour Party |
E106473
|
entity |
| Predicate | hasChairperson |
P10
|
FINISHED |
| Object |
Ramona Attard
Ramona Attard is a Maltese lawyer, former journalist, and politician who has served as chairperson of the Labour Party in Malta.
|
E468992
|
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: Ramona Attard | Statement: [Maltese Labour Party, hasChairperson, Ramona Attard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramona Attard Context triple: [Maltese Labour Party, hasChairperson, Ramona Attard]
-
A.
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.
-
B.
Valeria Tanco
Valeria Tanco is an LGBT rights advocate known for being a lead plaintiff in a landmark legal challenge to Tennessee’s ban on same-sex marriage.
-
C.
Cecilia Frugiuele
Cecilia Frugiuele is a screenwriter best known for co-writing the acclaimed coming-of-age film "The Miseducation of Cameron Post."
-
D.
Cinzia Arruzza
Cinzia Arruzza is a feminist philosopher and activist known for her work on Marxist feminism, social reproduction theory, and co-authoring "Feminism for the 99%: A Manifesto."
-
E.
Chiara Nappi
Chiara Nappi is an Italian theoretical physicist known for her work in string theory and mathematical physics.
- 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: Ramona Attard Triple: [Maltese Labour Party, hasChairperson, Ramona Attard]
Generated description
Ramona Attard is a Maltese lawyer, former journalist, and politician who has served as chairperson of the Labour Party in Malta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ramona Attard Target entity description: Ramona Attard is a Maltese lawyer, former journalist, and politician who has served as chairperson of the Labour Party in Malta.
-
A.
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.
-
B.
Valeria Tanco
Valeria Tanco is an LGBT rights advocate known for being a lead plaintiff in a landmark legal challenge to Tennessee’s ban on same-sex marriage.
-
C.
Cecilia Frugiuele
Cecilia Frugiuele is a screenwriter best known for co-writing the acclaimed coming-of-age film "The Miseducation of Cameron Post."
-
D.
Cinzia Arruzza
Cinzia Arruzza is a feminist philosopher and activist known for her work on Marxist feminism, social reproduction theory, and co-authoring "Feminism for the 99%: A Manifesto."
-
E.
Chiara Nappi
Chiara Nappi is an Italian theoretical physicist known for her work in string theory and mathematical physics.
- 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.