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

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

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.
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

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd43f07fa48190954317d01600994a elicitation completed
NER batch_69bd64c83af48190bd57be79c1505e9d ner completed
NED1 batch_69beba45b1a88190bb607182167060af ned_source_triple completed
NED2 batch_69bebc8e25e08190bad1791a97b6482d ned_description completed
NEDg batch_69bebbf5c968819093aaca8a09b2ea14 nedg completed
Created at: March 20, 2026, 1:20 p.m.