Triple

T1747909
Position Surface form Disambiguated ID Type / Status
Subject Aquaman E38376 entity
Predicate screenwriter P2831 FINISHED
Object Will Beall
Will Beall is an American screenwriter and former LAPD detective known for writing action and comic book–based films and television series, including work in the DC Extended Universe.
E195737 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: Will Beall | Statement: [Aquaman, screenwriter, Will Beall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Will Beall
Context triple: [Aquaman, screenwriter, Will Beall]
  • A. Byron Beck
    Byron Beck was a standout center and fan favorite for the Denver Rockets/Nuggets franchise, known for his rebounding, toughness, and status as one of the team’s earliest stars in the ABA.
  • B. John Beasley
    John Beasley is a former American professional basketball player best known for his standout career in the American Basketball Association during the late 1960s and early 1970s.
  • C. Dion Beebe
    Dion Beebe is an Academy Award–winning Australian–South African cinematographer known for his visually distinctive work on films such as "Memoirs of a Geisha" and "Collateral."
  • D. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • E. John Dandridge
    John Dandridge was a Virginia planter and colonial official best known as the father of Martha Washington, the first First Lady of the United States.
  • 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: Will Beall
Triple: [Aquaman, screenwriter, Will Beall]
Generated description
Will Beall is an American screenwriter and former LAPD detective known for writing action and comic book–based films and television series, including work in the DC Extended Universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Will Beall
Target entity description: Will Beall is an American screenwriter and former LAPD detective known for writing action and comic book–based films and television series, including work in the DC Extended Universe.
  • A. Byron Beck
    Byron Beck was a standout center and fan favorite for the Denver Rockets/Nuggets franchise, known for his rebounding, toughness, and status as one of the team’s earliest stars in the ABA.
  • B. John Beasley
    John Beasley is a former American professional basketball player best known for his standout career in the American Basketball Association during the late 1960s and early 1970s.
  • C. Dion Beebe
    Dion Beebe is an Academy Award–winning Australian–South African cinematographer known for his visually distinctive work on films such as "Memoirs of a Geisha" and "Collateral."
  • D. Paul Bransom
    Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
  • E. John Dandridge
    John Dandridge was a Virginia planter and colonial official best known as the father of Martha Washington, the first First Lady of the United States.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ecda0c819091f81942a5bde31d completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e058948190939e936af8f0e221 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2122481909c7a3470e090af17 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada23515d08190833ad1a35bb7a265 completed March 8, 2026, 4:22 p.m.
Created at: March 4, 2026, 7:31 p.m.