Triple
T2232524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Collar |
E49200
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
George Memmoli
George Memmoli was an American character actor known for his supporting roles in films of the 1970s and 1980s, including collaborations with director Martin Scorsese.
|
E329275
|
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: George Memmoli | Statement: [Blue Collar, castMember, George Memmoli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Memmoli Context triple: [Blue Collar, castMember, George Memmoli]
-
A.
Charles Camarda
Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
-
B.
Paul De Meo
Paul De Meo was an American screenwriter and producer best known for co-writing action and war-themed films and television projects, often in collaboration with J. Michael Straczynski and others.
-
C.
Robert Mammone
Robert Mammone is an Australian actor known for his work in film and television, including roles in war dramas and action-oriented productions.
-
D.
Michael Fratantuno
Michael Fratantuno is a songwriter and producer best known for co-writing the Black Eyed Peas’ hit single "Where Is the Love?".
-
E.
Anthony Rossomando
Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
- 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: George Memmoli Triple: [Blue Collar, castMember, George Memmoli]
Generated description
George Memmoli was an American character actor known for his supporting roles in films of the 1970s and 1980s, including collaborations with director Martin Scorsese.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Memmoli Target entity description: George Memmoli was an American character actor known for his supporting roles in films of the 1970s and 1980s, including collaborations with director Martin Scorsese.
-
A.
Charles Camarda
Charles Camarda is a NASA astronaut and aerospace engineer best known for flying on the Space Shuttle Discovery’s STS-114 “Return to Flight” mission following the Columbia disaster.
-
B.
Paul De Meo
Paul De Meo was an American screenwriter and producer best known for co-writing action and war-themed films and television projects, often in collaboration with J. Michael Straczynski and others.
-
C.
Robert Mammone
Robert Mammone is an Australian actor known for his work in film and television, including roles in war dramas and action-oriented productions.
-
D.
Michael Fratantuno
Michael Fratantuno is a songwriter and producer best known for co-writing the Black Eyed Peas’ hit single "Where Is the Love?".
-
E.
Anthony Rossomando
Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc06d26bc8190a85ddb6312d2df08 |
completed | March 7, 2026, 6:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f1577388190bc95b2151af55732 |
completed | March 12, 2026, 12:55 a.m. |
| NEDg | Description generation | batch_69b2131c2d6081908f8586af6dcf153a |
completed | March 12, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b213c46ca08190a1f30dccae09267d |
completed | March 12, 2026, 1:15 a.m. |
Created at: March 4, 2026, 7:47 p.m.