Triple

T9735634
Position Surface form Disambiguated ID Type / Status
Subject Murderball E236049 entity
Predicate director P255 FINISHED
Object Dana Adam Shapiro
Dana Adam Shapiro is an American filmmaker and writer best known for co-directing the Oscar-nominated documentary "Murderball" and directing the feature film "Monogamy."
E818647 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: Dana Adam Shapiro | Statement: [Murderball, director, Dana Adam Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dana Adam Shapiro
Context triple: [Murderball, director, Dana Adam Shapiro]
  • A. Andrew Lippman
    Andrew Lippman is an American media technology researcher and longtime MIT Media Lab professor known for his pioneering work in digital communication and interactive media.
  • B. Douglas Abrams
    Douglas Abrams is an American author, editor, and literary agent best known for co-authoring spiritually focused, conversational books with prominent religious leaders such as the Dalai Lama and Desmond Tutu.
  • C. Mark Blum
    Mark Blum was an American actor known for his work in film, television, and theater, including notable roles in movies like "Desperately Seeking Susan" and "Crocodile Dundee."
  • D. Allen Shapiro
    Allen Shapiro is an American entertainment executive and film producer known for his work on projects such as the Western film "The Quick and the Dead."
  • E. Sam Levenson
    Sam Levenson was an American humorist, writer, and television host known for his warm, family-centered Jewish humor and popular books such as "Everything But Money."
  • 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: Dana Adam Shapiro
Triple: [Murderball, director, Dana Adam Shapiro]
Generated description
Dana Adam Shapiro is an American filmmaker and writer best known for co-directing the Oscar-nominated documentary "Murderball" and directing the feature film "Monogamy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dana Adam Shapiro
Target entity description: Dana Adam Shapiro is an American filmmaker and writer best known for co-directing the Oscar-nominated documentary "Murderball" and directing the feature film "Monogamy."
  • A. Andrew Lippman
    Andrew Lippman is an American media technology researcher and longtime MIT Media Lab professor known for his pioneering work in digital communication and interactive media.
  • B. Douglas Abrams
    Douglas Abrams is an American author, editor, and literary agent best known for co-authoring spiritually focused, conversational books with prominent religious leaders such as the Dalai Lama and Desmond Tutu.
  • C. Mark Blum
    Mark Blum was an American actor known for his work in film, television, and theater, including notable roles in movies like "Desperately Seeking Susan" and "Crocodile Dundee."
  • D. Allen Shapiro
    Allen Shapiro is an American entertainment executive and film producer known for his work on projects such as the Western film "The Quick and the Dead."
  • E. Sam Levenson
    Sam Levenson was an American humorist, writer, and television host known for his warm, family-centered Jewish humor and popular books such as "Everything But Money."
  • 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_69ca84d313e88190983ee6ffd0ef60d2 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eee70d48190af5a833d7b33aaa5 completed April 1, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afce9834819090949690b4ca8622 completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b098c3348190a298cfe4921c8921 completed April 5, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69d1b124659481909e7a2ecaf01d8a50 completed April 5, 2026, 12:47 a.m.
Created at: March 30, 2026, 8:22 p.m.