Triple

T5095095
Position Surface form Disambiguated ID Type / Status
Subject Good Morning, Vietnam E114846 entity
Predicate screenwriter P2831 FINISHED
Object Mitch Markowitz
Mitch Markowitz is an American screenwriter best known for writing the acclaimed 1987 Robin Williams film "Good Morning, Vietnam."
E494636 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: Mitch Markowitz | Statement: [Good Morning, Vietnam, screenwriter, Mitch Markowitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mitch Markowitz
Context triple: [Good Morning, Vietnam, screenwriter, Mitch Markowitz]
  • A. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • B. Robert Markowitz
    Robert Markowitz is an American film and television director known for his work on numerous made-for-TV movies and miniseries.
  • C. Stuart Markowitz
    Stuart Markowitz is a central attorney character on the television legal drama "L.A. Law," known for his earnest demeanor and complex personal and professional relationships.
  • D. Peter Seligmann
    Peter Seligmann is an American environmentalist and business leader best known for co-founding and leading the global conservation organization Conservation International.
  • E. Michael Kagan
    Michael Kagan is an Israeli technologist and entrepreneur best known as the co-founder and longtime chief technology officer of high-performance networking company Mellanox Technologies.
  • 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: Mitch Markowitz
Triple: [Good Morning, Vietnam, screenwriter, Mitch Markowitz]
Generated description
Mitch Markowitz is an American screenwriter best known for writing the acclaimed 1987 Robin Williams film "Good Morning, Vietnam."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mitch Markowitz
Target entity description: Mitch Markowitz is an American screenwriter best known for writing the acclaimed 1987 Robin Williams film "Good Morning, Vietnam."
  • A. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • B. Robert Markowitz
    Robert Markowitz is an American film and television director known for his work on numerous made-for-TV movies and miniseries.
  • C. Stuart Markowitz
    Stuart Markowitz is a central attorney character on the television legal drama "L.A. Law," known for his earnest demeanor and complex personal and professional relationships.
  • D. Peter Seligmann
    Peter Seligmann is an American environmentalist and business leader best known for co-founding and leading the global conservation organization Conservation International.
  • E. Michael Kagan
    Michael Kagan is an Israeli technologist and entrepreneur best known as the co-founder and longtime chief technology officer of high-performance networking company Mellanox Technologies.
  • 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_69bd443fc49c819089629c00e311310c completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7563ad608190879a26a0bf07c3f6 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba7b87c08190a2581c87f965fa9f completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebd1572e08190a69d0d2a35a29fc4 completed March 21, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69bebe1069248190a767d0effefed515 completed March 21, 2026, 3:49 p.m.
Created at: March 20, 2026, 1:40 p.m.