Triple
T4983085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balbo |
E111934
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Laura Balbo
Laura Balbo is an Italian sociologist, feminist, and politician known for her work on social inequality, gender studies, and her role as Italy’s Minister for Equal Opportunities.
|
E485693
|
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: Laura Balbo | Statement: [Balbo, hasNotableBearer, Laura Balbo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laura Balbo Context triple: [Balbo, hasNotableBearer, Laura Balbo]
-
A.
Laura Martinozzi
Laura Martinozzi was an Italian noblewoman and duchess of Modena, a niece of Cardinal Mazarin and a politically influential figure in 17th-century Italy.
-
B.
Lilia Vetti
Lilia Vetti was the wife of famed French singer and actor Tino Rossi.
-
C.
Giovanna Galletti
Giovanna Galletti was an Italian actress best known for her supporting roles in mid-20th-century European cinema, including notable appearances in controversial and art-house films.
-
D.
Cecilia Frugiuele
Cecilia Frugiuele is a screenwriter best known for co-writing the acclaimed coming-of-age film "The Miseducation of Cameron Post."
-
E.
Elisa Pugliese
Elisa Pugliese is an American film and television producer, director, and former actress known for her work behind the camera and her marriage to comedian Keegan-Michael Key.
- 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: Laura Balbo Triple: [Balbo, hasNotableBearer, Laura Balbo]
Generated description
Laura Balbo is an Italian sociologist, feminist, and politician known for her work on social inequality, gender studies, and her role as Italy’s Minister for Equal Opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laura Balbo Target entity description: Laura Balbo is an Italian sociologist, feminist, and politician known for her work on social inequality, gender studies, and her role as Italy’s Minister for Equal Opportunities.
-
A.
Laura Martinozzi
Laura Martinozzi was an Italian noblewoman and duchess of Modena, a niece of Cardinal Mazarin and a politically influential figure in 17th-century Italy.
-
B.
Lilia Vetti
Lilia Vetti was the wife of famed French singer and actor Tino Rossi.
-
C.
Giovanna Galletti
Giovanna Galletti was an Italian actress best known for her supporting roles in mid-20th-century European cinema, including notable appearances in controversial and art-house films.
-
D.
Cecilia Frugiuele
Cecilia Frugiuele is a screenwriter best known for co-writing the acclaimed coming-of-age film "The Miseducation of Cameron Post."
-
E.
Elisa Pugliese
Elisa Pugliese is an American film and television producer, director, and former actress known for her work behind the camera and her marriage to comedian Keegan-Michael Key.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd725489bc81908f660332e25f29cf |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a13f5448190a49f914d1ba49a7a |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8a9c72848190978797a33d0d83c8 |
completed | March 21, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b3718288190b2fc319fdad0a7c0 |
completed | March 21, 2026, 12:12 p.m. |
Created at: March 20, 2026, 1:33 p.m.