Triple
T5937260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 99 Problems |
E132072
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
John Ventura
John Ventura was an American attorney, author, and consumer law expert known for writing accessible self-help legal guides for the general public.
|
E557179
|
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: John Ventura | Statement: [99 Problems, writer, John Ventura]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Ventura Context triple: [99 Problems, writer, John Ventura]
-
A.
Robin Mark Ventura
Robin Mark Ventura is a former Major League Baseball third baseman and manager, best known for his Gold Glove defense, clutch hitting, and later managing the Chicago White Sox.
-
B.
Andrew Molera
Andrew Molera was a California landowner and conservation-minded rancher whose family’s property in Big Sur later became Andrew Molera State Park.
-
C.
Frank J. Urioste
Frank J. Urioste is an American film editor known for his work on major action and genre films, including blockbusters like Die Hard, RoboCop, and Total Recall.
-
D.
Ronald Mariano
Ronald Mariano is an American politician serving as Speaker of the Massachusetts House of Representatives.
-
E.
Mac Peralta
Mac Peralta is the young son of NYPD detective Jake Peralta and defense attorney Amy Santiago in the television sitcom "Brooklyn Nine-Nine."
- 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: John Ventura Triple: [99 Problems, writer, John Ventura]
Generated description
John Ventura was an American attorney, author, and consumer law expert known for writing accessible self-help legal guides for the general public.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Ventura Target entity description: John Ventura was an American attorney, author, and consumer law expert known for writing accessible self-help legal guides for the general public.
-
A.
Robin Mark Ventura
Robin Mark Ventura is a former Major League Baseball third baseman and manager, best known for his Gold Glove defense, clutch hitting, and later managing the Chicago White Sox.
-
B.
Andrew Molera
Andrew Molera was a California landowner and conservation-minded rancher whose family’s property in Big Sur later became Andrew Molera State Park.
-
C.
Frank J. Urioste
Frank J. Urioste is an American film editor known for his work on major action and genre films, including blockbusters like Die Hard, RoboCop, and Total Recall.
-
D.
Ronald Mariano
Ronald Mariano is an American politician serving as Speaker of the Massachusetts House of Representatives.
-
E.
Mac Peralta
Mac Peralta is the young son of NYPD detective Jake Peralta and defense attorney Amy Santiago in the television sitcom "Brooklyn Nine-Nine."
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c038eca9688190adeed21df058daf1 |
completed | March 22, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c06f979881908d7e98ee674f1ff2 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c329b1108190ac4fe897e2be9946 |
completed | March 23, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c3a81a608190a39283b4df0ab4b9 |
completed | March 23, 2026, 4:38 a.m. |
Created at: March 22, 2026, 4:01 p.m.