Triple
T1786639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Where Is the Love? |
E39407
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Michael Fratantuno
Michael Fratantuno is a songwriter and producer best known for co-writing the Black Eyed Peas’ hit single "Where Is the Love?".
|
E287997
|
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: Michael Fratantuno | Statement: [Where Is the Love?, writer, Michael Fratantuno]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Fratantuno Context triple: [Where Is the Love?, writer, Michael Fratantuno]
-
A.
Robert Frasca
Robert Frasca was an American architect known for his influential urban and civic designs, particularly in the Pacific Northwest.
-
B.
James Marini
James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
-
C.
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*.
-
D.
John Filippone
John Filippone was the husband of Maureen Reagan, the daughter of former U.S. President Ronald Reagan.
-
E.
Michael De Luca
Michael De Luca is an American film producer and studio executive known for overseeing and producing a wide range of major Hollywood films across genres.
- 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: Michael Fratantuno Triple: [Where Is the Love?, writer, Michael Fratantuno]
Generated description
Michael Fratantuno is a songwriter and producer best known for co-writing the Black Eyed Peas’ hit single "Where Is the Love?".
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Fratantuno Target entity description: Michael Fratantuno is a songwriter and producer best known for co-writing the Black Eyed Peas’ hit single "Where Is the Love?".
-
A.
Robert Frasca
Robert Frasca was an American architect known for his influential urban and civic designs, particularly in the Pacific Northwest.
-
B.
James Marini
James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
-
C.
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*.
-
D.
John Filippone
John Filippone was the husband of Maureen Reagan, the daughter of former U.S. President Ronald Reagan.
-
E.
Michael De Luca
Michael De Luca is an American film producer and studio executive known for overseeing and producing a wide range of major Hollywood films across genres.
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa650ea238819093a15df6f9d73e2d |
completed | March 6, 2026, 5:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa037c1d4819088d057bb2f0ee2bd |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa0fef4c481908db42628cd6e72fe |
completed | March 10, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1fc3884819094503650206ec788 |
completed | March 10, 2026, 4:45 a.m. |
Created at: March 4, 2026, 7:32 p.m.