Triple
T10365074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Live PD |
E244230
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Joe Venafro
Joe Venafro is a television producer best known for serving as an executive producer on the reality law-enforcement series "Live PD."
|
E864902
|
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: Joe Venafro | Statement: [Live PD, executiveProducer, Joe Venafro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Venafro Context triple: [Live PD, executiveProducer, Joe Venafro]
-
A.
Tony DeMarco
Tony DeMarco was an American professional boxer and former world welterweight champion known for his aggressive, crowd-pleasing fighting style during the 1950s.
-
B.
Lillo Brancato
Lillo Brancato is an American actor best known for his roles in "A Bronx Tale" and "The Sopranos," whose career was later overshadowed by legal troubles and imprisonment.
-
C.
Tony Corrente
Tony Corrente is an American football official best known for his long NFL refereeing career, including serving as the head referee for multiple high-profile games.
-
D.
Gino Carella
Gino Carella is a young Italian man whose ill-fated romance with an Englishwoman drives the central conflict in E.M. Forster’s novel "Where Angels Fear to Tread."
-
E.
Vincent Mangano
Vincent Mangano was an early 20th-century New York Mafia boss who led what later became known as the Gambino crime family.
- 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: Joe Venafro Triple: [Live PD, executiveProducer, Joe Venafro]
Generated description
Joe Venafro is a television producer best known for serving as an executive producer on the reality law-enforcement series "Live PD."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Venafro Target entity description: Joe Venafro is a television producer best known for serving as an executive producer on the reality law-enforcement series "Live PD."
-
A.
Tony DeMarco
Tony DeMarco was an American professional boxer and former world welterweight champion known for his aggressive, crowd-pleasing fighting style during the 1950s.
-
B.
Lillo Brancato
Lillo Brancato is an American actor best known for his roles in "A Bronx Tale" and "The Sopranos," whose career was later overshadowed by legal troubles and imprisonment.
-
C.
Tony Corrente
Tony Corrente is an American football official best known for his long NFL refereeing career, including serving as the head referee for multiple high-profile games.
-
D.
Gino Carella
Gino Carella is a young Italian man whose ill-fated romance with an Englishwoman drives the central conflict in E.M. Forster’s novel "Where Angels Fear to Tread."
-
E.
Vincent Mangano
Vincent Mangano was an early 20th-century New York Mafia boss who led what later became known as the Gambino crime family.
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e964a53c8190b748e80850e96656 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d89f53484881909fb976efb3882b9b |
completed | April 10, 2026, 6:57 a.m. |
| NEDg | Description generation | batch_69d8a11d04fc8190a448e7c846d21cb5 |
completed | April 10, 2026, 7:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8a2b82bb48190899f37a967fef444 |
completed | April 10, 2026, 7:11 a.m. |
Created at: April 6, 2026, noon