Triple
T4454907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Before the Flood |
E97696
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Rob Fraboni
Rob Fraboni is an American record producer and audio engineer known for his work with artists such as Bob Dylan and The Band.
|
E442079
|
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: Rob Fraboni | Statement: [Before the Flood, producer, Rob Fraboni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rob Fraboni Context triple: [Before the Flood, producer, Rob Fraboni]
-
A.
Richie Cunningham
Richie Cunningham is the wholesome, red-haired Midwestern teenager who serves as the central, all-American protagonist in the classic TV sitcom "Happy Days."
-
B.
Joey DeLuca
Joey DeLuca is a fictional character from the short-lived 1970s American sitcom "Blansky's Beauties."
-
C.
Joey
Joey is the nickname of Joey Cora, a former Major League Baseball second baseman and coach known for his time with teams like the Chicago White Sox and Seattle Mariners.
-
D.
Joey
"Joey" is a 1990 power ballad by American alternative rock band Concrete Blonde, known for its emotional lyrics about a troubled relationship and for being one of the band's most popular songs.
-
E.
Joey
Joey is an American sitcom that serves as a spin-off of Friends, following the character Joey Tribbiani as he pursues his acting career in Los Angeles.
- 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: Rob Fraboni Triple: [Before the Flood, producer, Rob Fraboni]
Generated description
Rob Fraboni is an American record producer and audio engineer known for his work with artists such as Bob Dylan and The Band.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rob Fraboni Target entity description: Rob Fraboni is an American record producer and audio engineer known for his work with artists such as Bob Dylan and The Band.
-
A.
Richie Cunningham
Richie Cunningham is the wholesome, red-haired Midwestern teenager who serves as the central, all-American protagonist in the classic TV sitcom "Happy Days."
-
B.
Joey DeLuca
Joey DeLuca is a fictional character from the short-lived 1970s American sitcom "Blansky's Beauties."
-
C.
Joey
Joey is the nickname of Joey Cora, a former Major League Baseball second baseman and coach known for his time with teams like the Chicago White Sox and Seattle Mariners.
-
D.
Joey
"Joey" is a 1990 power ballad by American alternative rock band Concrete Blonde, known for its emotional lyrics about a troubled relationship and for being one of the band's most popular songs.
-
E.
Joey
Joey is an American sitcom that serves as a spin-off of Friends, following the character Joey Tribbiani as he pursues his acting career in Los Angeles.
- 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_69b3454777808190b78aa9047ba1f018 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355f79ca481909338dda9f4f7171f |
completed | March 13, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62822643c8190a0af89f2896fde3e |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b6295218e88190a48e8bfeb2febe2e |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62b05bcec8190a0c8d1c0e5a62c75 |
completed | March 15, 2026, 3:44 a.m. |
Created at: March 12, 2026, 11:33 p.m.