Triple
T4750024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gully |
E105454
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Marcus J. Guillory
Marcus J. Guillory is an American writer and producer known for his work in film and television, often exploring Southern Black culture and spiritual themes.
|
E493659
|
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: Marcus J. Guillory | Statement: [Gully, screenwriter, Marcus J. Guillory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcus J. Guillory Context triple: [Gully, screenwriter, Marcus J. Guillory]
-
A.
Michael P. Shawver
Michael P. Shawver is a film editor known for his frequent collaborations with director Ryan Coogler on acclaimed films such as Fruitvale Station, Creed, and Black Panther.
-
B.
Donovan W. Carter
Donovan W. Carter is an American actor best known for playing NFL defensive tackle Vernon Littlefield on the HBO comedy-drama series "Ballers."
-
C.
Phillip A. Talbert
Phillip A. Talbert is a federal prosecutor who serves as the United States Attorney for the Eastern District of California.
-
D.
Michael C. Taylor
Michael C. Taylor is an American local politician who serves as the mayor of Sterling Heights, Michigan.
-
E.
Kevin B. Sullivan
Kevin B. Sullivan is an American Democratic politician who served as the 106th Lieutenant Governor of Connecticut and previously as president pro tempore of the Connecticut State Senate.
- 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: Marcus J. Guillory Triple: [Gully, screenwriter, Marcus J. Guillory]
Generated description
Marcus J. Guillory is an American writer and producer known for his work in film and television, often exploring Southern Black culture and spiritual themes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcus J. Guillory Target entity description: Marcus J. Guillory is an American writer and producer known for his work in film and television, often exploring Southern Black culture and spiritual themes.
-
A.
Michael P. Shawver
Michael P. Shawver is a film editor known for his frequent collaborations with director Ryan Coogler on acclaimed films such as Fruitvale Station, Creed, and Black Panther.
-
B.
Donovan W. Carter
Donovan W. Carter is an American actor best known for playing NFL defensive tackle Vernon Littlefield on the HBO comedy-drama series "Ballers."
-
C.
Phillip A. Talbert
Phillip A. Talbert is a federal prosecutor who serves as the United States Attorney for the Eastern District of California.
-
D.
Michael C. Taylor
Michael C. Taylor is an American local politician who serves as the mayor of Sterling Heights, Michigan.
-
E.
Kevin B. Sullivan
Kevin B. Sullivan is an American Democratic politician who served as the 106th Lieutenant Governor of Connecticut and previously as president pro tempore of the Connecticut State Senate.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c83af48190bd57be79c1505e9d |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba45b1a88190bb607182167060af |
completed | March 21, 2026, 3:33 p.m. |
| NEDg | Description generation | batch_69bebbf5c968819093aaca8a09b2ea14 |
completed | March 21, 2026, 3:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc8e25e08190bad1791a97b6482d |
completed | March 21, 2026, 3:43 p.m. |
Created at: March 20, 2026, 1:20 p.m.