Triple
T17067697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broad City |
E414130
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
John Gemberling
John Gemberling is an American actor and comedian best known for his television work, including his role on the series "Broad City."
|
E1248086
|
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 Gemberling | Statement: [Broad City, starring, John Gemberling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Gemberling Context triple: [Broad City, starring, John Gemberling]
-
A.
Jon Gries
Jon Gries is an American actor and director best known for his character roles in films and TV series such as "Napoleon Dynamite," "Lost," and "The White Lotus."
-
B.
Jay Gorney
Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
-
C.
Michael Gillane
Michael Gillane is a central young male character in the Irish nationalist play "Cathleen ni Houlihan," whose impending marriage and choices symbolize the tension between personal happiness and patriotic sacrifice.
-
D.
Johnny Gandelsman
Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
-
E.
Eric S. Galt
Eric S. Galt was an alias used by James Earl Ray, the convicted assassin of civil rights leader Martin Luther King Jr.
- 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 Gemberling Triple: [Broad City, starring, John Gemberling]
Generated description
John Gemberling is an American actor and comedian best known for his television work, including his role on the series "Broad City."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Gemberling Target entity description: John Gemberling is an American actor and comedian best known for his television work, including his role on the series "Broad City."
-
A.
Jon Gries
Jon Gries is an American actor and director best known for his character roles in films and TV series such as "Napoleon Dynamite," "Lost," and "The White Lotus."
-
B.
Jay Gorney
Jay Gorney was an American composer best known for writing socially conscious songs for Broadway and film, including the music for the classic Depression-era anthem "Brother, Can You Spare a Dime?"
-
C.
Michael Gillane
Michael Gillane is a central young male character in the Irish nationalist play "Cathleen ni Houlihan," whose impending marriage and choices symbolize the tension between personal happiness and patriotic sacrifice.
-
D.
Johnny Gandelsman
Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
-
E.
Eric S. Galt
Eric S. Galt was an alias used by James Earl Ray, the convicted assassin of civil rights leader Martin Luther King Jr.
- 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_69d886cde3d481908d4d01ba88ba7eb7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dbbddd708190a6192466b7dfd606 |
completed | April 18, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0123509e1481908cfc304b02fe8632 |
completed | May 11, 2026, 12:31 a.m. |
| NEDg | Description generation | batch_6a012533f9a8819096ab9b821c848dd2 |
completed | May 11, 2026, 12:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0125dead2481908a5c26bda5a7cd1f |
completed | May 11, 2026, 12:42 a.m. |
Created at: April 10, 2026, 5:34 a.m.