Triple

T3086400
Position Surface form Disambiguated ID Type / Status
Subject Wall Street: Money Never Sleeps E64382 entity
Predicate screenwriter P2831 FINISHED
Object Allan Loeb
Allan Loeb is an American screenwriter and producer known for writing films such as "Wall Street: Money Never Sleeps," "21," and "The Switch."
 E326173 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: Allan Loeb | Statement: [Wall Street: Money Never Sleeps, screenwriter, Allan Loeb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Allan Loeb
Context triple: [Wall Street: Money Never Sleeps, screenwriter, Allan Loeb]
  • A. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • B. Robert J. Kolenkow
    Robert J. Kolenkow is a physicist and educator best known as the co-author of the influential undergraduate textbook "An Introduction to Mechanics."
  • C. Bernard M. Gordon
    Bernard M. Gordon is an American engineer, inventor, and philanthropist known for pioneering work in high-speed analog-to-digital conversion and for major contributions to engineering education.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Peter R. Hunt
    Peter R. Hunt was a British film editor and director best known for his long association with the James Bond series, including directing the 1969 film "On Her Majesty's Secret Service."
  • 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: Allan Loeb
Triple: [Wall Street: Money Never Sleeps, screenwriter, Allan Loeb]
Generated description
Allan Loeb is an American screenwriter and producer known for writing films such as "Wall Street: Money Never Sleeps," "21," and "The Switch."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Allan Loeb
Target entity description: Allan Loeb is an American screenwriter and producer known for writing films such as "Wall Street: Money Never Sleeps," "21," and "The Switch."
  • A. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • B. Robert J. Kolenkow
    Robert J. Kolenkow is a physicist and educator best known as the co-author of the influential undergraduate textbook "An Introduction to Mechanics."
  • C. Bernard M. Gordon
    Bernard M. Gordon is an American engineer, inventor, and philanthropist known for pioneering work in high-speed analog-to-digital conversion and for major contributions to engineering education.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Peter R. Hunt
    Peter R. Hunt was a British film editor and director best known for his long association with the James Bond series, including directing the 1969 film "On Her Majesty's Secret Service."
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1ec187c819084565514ebb99cdb completed March 8, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b203607df081909499458d6608f0e6 completed March 12, 2026, 12:05 a.m.
NEDg Description generation batch_69b203e9939881909e5b637cad43eb17 completed March 12, 2026, 12:08 a.m.
NED2 Entity disambiguation (via description) batch_69b204516ac8819094f29f6c68d61465 completed March 12, 2026, 12:09 a.m.
Created at: March 8, 2026, 3:03 p.m.