Triple
T7714608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goodbye Bafana |
E174849
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Greg Latter
Greg Latter is a screenwriter best known for his work on the apartheid-era drama film "Goodbye Bafana."
|
E692984
|
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: Greg Latter | Statement: [Goodbye Bafana, screenwriter, Greg Latter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greg Latter Context triple: [Goodbye Bafana, screenwriter, Greg Latter]
-
A.
Eric McLeod
Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
-
B.
Jeff Nathanson
Jeff Nathanson is an American screenwriter and film director best known for writing high-profile Hollywood films such as "Catch Me If You Can," "The Terminal," and Disney's live-action "The Lion King."
-
C.
Kevin Yagher
Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
-
D.
Keith Suter
Keith Suter is an Australian-based futurist, international affairs analyst, and media commentator known for his work on global politics, conflict resolution, and strategic foresight.
-
E.
Greg Upchurch
Greg Upchurch is an American rock drummer best known for his work with bands such as 3 Doors Down and previously Puddle of Mudd.
- 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: Greg Latter Triple: [Goodbye Bafana, screenwriter, Greg Latter]
Generated description
Greg Latter is a screenwriter best known for his work on the apartheid-era drama film "Goodbye Bafana."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greg Latter Target entity description: Greg Latter is a screenwriter best known for his work on the apartheid-era drama film "Goodbye Bafana."
-
A.
Eric McLeod
Eric McLeod is a film producer known for his work on major Hollywood action and genre movies, including the monster crossover blockbuster "Godzilla vs. Kong."
-
B.
Jeff Nathanson
Jeff Nathanson is an American screenwriter and film director best known for writing high-profile Hollywood films such as "Catch Me If You Can," "The Terminal," and Disney's live-action "The Lion King."
-
C.
Kevin Yagher
Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
-
D.
Keith Suter
Keith Suter is an Australian-based futurist, international affairs analyst, and media commentator known for his work on global politics, conflict resolution, and strategic foresight.
-
E.
Greg Upchurch
Greg Upchurch is an American rock drummer best known for his work with bands such as 3 Doors Down and previously Puddle of Mudd.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702ca8f048190a6ea27b8cee2f93e |
completed | March 27, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf5674c408190bdea241134fba474 |
completed | March 30, 2026, 10:12 p.m. |
| NEDg | Description generation | batch_69caf783b00481909aa22eb912b18247 |
completed | March 30, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69caf9f86d808190880f7bb2fc8d4fe3 |
completed | March 30, 2026, 10:32 p.m. |
Created at: March 27, 2026, 4:04 p.m.