Triple

T3988824
Position Surface form Disambiguated ID Type / Status
Subject The Flash (2014 TV series) E86937 entity
Predicate starring P1507 FINISHED
Object Grant Gustin
Grant Gustin is an American actor and singer best known for portraying Barry Allen / The Flash in the CW's Arrowverse television franchise.
E403868 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: Grant Gustin | Statement: [The Flash (2014 TV series), starring, Grant Gustin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grant Gustin
Context triple: [The Flash (2014 TV series), starring, Grant Gustin]
  • A. Zachary Levi
    Zachary Levi is an American actor and singer best known for starring in the TV series "Chuck" and playing the title role in the superhero film "Shazam!".
  • B. Ezra Miller
    Ezra Miller is an American actor best known for roles in films such as "The Perks of Being a Wallflower," the "Fantastic Beasts" series, and as the Flash in the DC Extended Universe.
  • C. Evan Peters
    Evan Peters is an American actor best known for his versatile and often dark roles in the anthology series "American Horror Story" and his Emmy-winning performance as the title character in "Mare of Easttown."
  • D. Tom Holland
    Tom Holland is an English actor best known for portraying Spider-Man in the Marvel Cinematic Universe and for roles in films such as "The Impossible" and "The Lost City of Z."
  • E. Tom Holland
    Tom Holland is an American filmmaker and screenwriter best known for writing and directing influential horror films such as "Fright Night" (1985) and "Child's Play" (1988).
  • 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: Grant Gustin
Triple: [The Flash (2014 TV series), starring, Grant Gustin]
Generated description
Grant Gustin is an American actor and singer best known for portraying Barry Allen / The Flash in the CW's Arrowverse television franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grant Gustin
Target entity description: Grant Gustin is an American actor and singer best known for portraying Barry Allen / The Flash in the CW's Arrowverse television franchise.
  • A. Zachary Levi
    Zachary Levi is an American actor and singer best known for starring in the TV series "Chuck" and playing the title role in the superhero film "Shazam!".
  • B. Ezra Miller
    Ezra Miller is an American actor best known for roles in films such as "The Perks of Being a Wallflower," the "Fantastic Beasts" series, and as the Flash in the DC Extended Universe.
  • C. Evan Peters
    Evan Peters is an American actor best known for his versatile and often dark roles in the anthology series "American Horror Story" and his Emmy-winning performance as the title character in "Mare of Easttown."
  • D. Tom Holland
    Tom Holland is an English actor best known for portraying Spider-Man in the Marvel Cinematic Universe and for roles in films such as "The Impossible" and "The Lost City of Z."
  • E. Tom Holland
    Tom Holland is an American filmmaker and screenwriter best known for writing and directing influential horror films such as "Fright Night" (1985) and "Child's Play" (1988).
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa007344819099515fda367f7016 completed March 9, 2026, 4:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5403235408190b47b8d4f4e21d094 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b540c5ab7881908b7ebb0af2f9da46 completed March 14, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69b5415e002881908343ae30b2f8a16c completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:33 p.m.