Triple
T1951728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Panther |
E42173
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Joe Robert Cole
Joe Robert Cole is an American screenwriter, director, and producer best known for co-writing Marvel’s acclaimed superhero film "Black Panther."
|
E219081
|
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 Robert Cole | Statement: [Black Panther, screenwriter, Joe Robert Cole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joe Robert Cole Context triple: [Black Panther, screenwriter, Joe Robert Cole]
-
A.
Christopher Reid
Christopher Reid is a British poet and former poetry editor known for his witty, emotionally resonant verse and for winning major literary awards such as the Costa Book Award.
-
B.
Bryan-Michael Cox
Bryan-Michael Cox is a Grammy-winning American songwriter and record producer known for crafting numerous R&B and pop hits for major artists.
-
C.
Stephen Robinson
Stephen Robinson is a NASA astronaut and engineer best known for flying on multiple Space Shuttle missions, including the Return to Flight mission after the Columbia disaster.
-
D.
Keith Robinson
Keith Robinson is an American actor and R&B singer best known for his role in the film adaptation of the musical "Dreamgirls."
-
E.
Stephen Glenn Martin
Stephen Glenn Martin is an American comedian, actor, writer, musician, and producer renowned for his stand-up comedy, film roles, and banjo performances.
- 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 Robert Cole Triple: [Black Panther, screenwriter, Joe Robert Cole]
Generated description
Joe Robert Cole is an American screenwriter, director, and producer best known for co-writing Marvel’s acclaimed superhero film "Black Panther."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joe Robert Cole Target entity description: Joe Robert Cole is an American screenwriter, director, and producer best known for co-writing Marvel’s acclaimed superhero film "Black Panther."
-
A.
Christopher Reid
Christopher Reid is a British poet and former poetry editor known for his witty, emotionally resonant verse and for winning major literary awards such as the Costa Book Award.
-
B.
Bryan-Michael Cox
Bryan-Michael Cox is a Grammy-winning American songwriter and record producer known for crafting numerous R&B and pop hits for major artists.
-
C.
Stephen Robinson
Stephen Robinson is a NASA astronaut and engineer best known for flying on multiple Space Shuttle missions, including the Return to Flight mission after the Columbia disaster.
-
D.
Keith Robinson
Keith Robinson is an American actor and R&B singer best known for his role in the film adaptation of the musical "Dreamgirls."
-
E.
Sean Cahill
Sean Cahill is a relative of former Australian professional soccer player Tim Cahill.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb34eb5748190a3ac395252951eba |
completed | March 7, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbc3cf6881909d42a04be18c3c73 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfcd009d88190ba7f380aa1c82300 |
completed | March 8, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd946b6081908ab6358d0f237a58 |
completed | March 8, 2026, 10:52 p.m. |
Created at: March 4, 2026, 7:36 p.m.