Triple
T6355378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DevTech Research Group |
E142976
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Marina Umaschi Bers
Marina Umaschi Bers is a professor and researcher known for her pioneering work in early childhood computer science education and the development of child-friendly programming tools like ScratchJr and KIBO.
|
E587235
|
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: Marina Umaschi Bers | Statement: [DevTech Research Group, foundedBy, Marina Umaschi Bers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marina Umaschi Bers Context triple: [DevTech Research Group, foundedBy, Marina Umaschi Bers]
-
A.
Milena Canonero
Milena Canonero is an acclaimed Italian costume designer renowned for her lavish, historically inspired work on numerous major films and multiple Academy Award–winning productions.
-
B.
Sofía Balbi
Sofía Balbi is a Uruguayan woman best known as the longtime wife of footballer Luis Suárez, often noted for her influence on his personal and professional life.
-
C.
Ylenia Carrisi
Ylenia Carrisi is the missing daughter of Italian singer and actor Al Bano and American actress Romina Power, whose mysterious disappearance in 1994 drew widespread media attention.
-
D.
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.
-
E.
Cecilia Frugiuele
Cecilia Frugiuele is a screenwriter best known for co-writing the acclaimed coming-of-age film "The Miseducation of Cameron Post."
- 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: Marina Umaschi Bers Triple: [DevTech Research Group, foundedBy, Marina Umaschi Bers]
Generated description
Marina Umaschi Bers is a professor and researcher known for her pioneering work in early childhood computer science education and the development of child-friendly programming tools like ScratchJr and KIBO.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marina Umaschi Bers Target entity description: Marina Umaschi Bers is a professor and researcher known for her pioneering work in early childhood computer science education and the development of child-friendly programming tools like ScratchJr and KIBO.
-
A.
Milena Canonero
Milena Canonero is an acclaimed Italian costume designer renowned for her lavish, historically inspired work on numerous major films and multiple Academy Award–winning productions.
-
B.
Sofía Balbi
Sofía Balbi is a Uruguayan woman best known as the longtime wife of footballer Luis Suárez, often noted for her influence on his personal and professional life.
-
C.
Ylenia Carrisi
Ylenia Carrisi is the missing daughter of Italian singer and actor Al Bano and American actress Romina Power, whose mysterious disappearance in 1994 drew widespread media attention.
-
D.
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.
-
E.
Cecilia Frugiuele
Cecilia Frugiuele is a screenwriter best known for co-writing the acclaimed coming-of-age film "The Miseducation of Cameron Post."
- 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_69c008d6dcbc8190aa1c2f1fd8916b42 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c067e22c00819089bc68efb85bc2c8 |
completed | March 22, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6045e03e88190a8607e5d73c812bc |
completed | March 27, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69c6057466ec8190afe96107862bb40a |
completed | March 27, 2026, 4:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6060a113881909b424d0c47c2107e |
completed | March 27, 2026, 4:22 a.m. |
Created at: March 22, 2026, 4:31 p.m.