Triple
T19200021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Change Is Gonna Come |
E470080
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Luigi Creatore |
—
|
NE NERFINISHED |
How this triple was built (2 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: Luigi Creatore | Statement: [A Change Is Gonna Come, producer, Luigi Creatore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luigi Creatore Context triple: [A Change Is Gonna Come, producer, Luigi Creatore]
-
A.
Luigi Creatore
chosen
Luigi Creatore was an American record producer and songwriter best known as half of the Hugo & Luigi team behind numerous mid-20th-century pop hits.
-
B.
Luigi Auriemma
Luigi "Geno" Auriemma is a Hall of Fame Italian-American basketball coach best known for leading the University of Connecticut women's team to multiple NCAA championships.
-
C.
Mario Castoldi
Mario Castoldi was an Italian aeronautical engineer best known for designing high-performance fighter aircraft for the Macchi company during the World War II era.
-
D.
Mario Garbuglia
Mario Garbuglia was an Italian production designer and art director known for his work on numerous European films, including the war comedy "The Best of Enemies."
-
E.
Mario Incandenza
Mario Incandenza is a gentle, physically disabled yet emotionally perceptive member of the Incandenza family in David Foster Wallace’s novel "Infinite Jest," known for his childlike sincerity and moral clarity amid the book’s chaos.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f9967ac081909106aa5ea447e94d |
completed | April 20, 2026, 10:01 a.m. |
Created at: April 10, 2026, 12:07 p.m.