Triple
T3126686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I Wonder |
E65312
|
entity |
| Predicate | mixEngineer |
P30367
|
FINISHED |
| Object |
Manny Marroquin
Manny Marroquin is a renowned Grammy-winning mixing engineer known for his work with major artists across pop, hip-hop, and R&B.
|
E348355
|
NE FINISHED |
How this triple was built (5 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: Manny Marroquin | Statement: [I Wonder, mixEngineer, Manny Marroquin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manny Marroquin Context triple: [I Wonder, mixEngineer, Manny Marroquin]
-
A.
Juano Hernandez
Juano Hernandez was a pioneering Afro-Puerto Rican actor known for his powerful performances in mid-20th-century American cinema and for breaking racial barriers in Hollywood.
-
B.
Miguel Rivera
Miguel Rivera is the young aspiring musician and protagonist of Pixar's animated film "Coco," who journeys into the Land of the Dead to uncover his family's history and pursue his passion for music.
-
C.
Frank Dominguez
Frank Dominguez is an entrepreneur best known as a founder of the cloud-based software company Salesforce.
-
D.
Ernest Medina
Ernest Medina was a U.S. Army captain best known for his controversial role and subsequent court-martial in connection with the 1968 My Lai massacre during the Vietnam War.
-
E.
Raul Hernandez
Raul Hernandez was a member of Brigade 2506, the CIA-backed Cuban exile force that participated in the failed 1961 Bay of Pigs invasion against Fidel Castro’s government.
- 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: Manny Marroquin Triple: [I Wonder, mixEngineer, Manny Marroquin]
Generated description
Manny Marroquin is a renowned Grammy-winning mixing engineer known for his work with major artists across pop, hip-hop, and R&B.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manny Marroquin Target entity description: Manny Marroquin is a renowned Grammy-winning mixing engineer known for his work with major artists across pop, hip-hop, and R&B.
-
A.
Juano Hernandez
Juano Hernandez was a pioneering Afro-Puerto Rican actor known for his powerful performances in mid-20th-century American cinema and for breaking racial barriers in Hollywood.
-
B.
Miguel Rivera
Miguel Rivera is the young aspiring musician and protagonist of Pixar's animated film "Coco," who journeys into the Land of the Dead to uncover his family's history and pursue his passion for music.
-
C.
Frank Dominguez
Frank Dominguez is an entrepreneur best known as a founder of the cloud-based software company Salesforce.
-
D.
Ernest Medina
Ernest Medina was a U.S. Army captain best known for his controversial role and subsequent court-martial in connection with the 1968 My Lai massacre during the Vietnam War.
-
E.
Raul Hernandez
Raul Hernandez was a member of Brigade 2506, the CIA-backed Cuban exile force that participated in the failed 1961 Bay of Pigs invasion against Fidel Castro’s government.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mixEngineer Context triple: [I Wonder, mixEngineer, Manny Marroquin]
-
A.
mixingEngineer
chosen
Indicates that one entity is the audio professional responsible for combining and balancing the recorded elements of another entity (such as a song, track, or project).
-
B.
masteringEngineer
Indicates that one entity serves as the mastering engineer responsible for finalizing the audio of another entity (such as a recording or album).
-
C.
mixtape
Indicates that one entity has created or compiled a curated collection of audio tracks, typically recorded or assembled together as a single compilation.
-
D.
mixesWith
Indicates that one entity is combined or blended together with another entity to form a mixture.
-
E.
musicFusionOf
Indicates a relationship where one musical work, style, or element is created by combining or blending two or more distinct musical sources or genres.
- F. None of above.
Provenance (6 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada544cb648190b5ed430dbd561d52 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a4da4b48190987aa1c1f5f61fd9 |
completed | March 12, 2026, 7:55 p.m. |
| NEDg | Description generation | batch_69b31c33fc3c8190b5af3f38206736de |
completed | March 12, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31c9f48788190bdf4b4ce47e1e5b5 |
completed | March 12, 2026, 8:05 p.m. |
| PD | Predicate disambiguation | batch_69ad9df62e548190b053e1478deed467 |
completed | March 8, 2026, 4:04 p.m. |
Created at: March 8, 2026, 3:04 p.m.