Triple

T3067865
Position Surface form Disambiguated ID Type / Status
Subject Shooter (2007 film) E62149 entity
Predicate screenwriter P2831 FINISHED
Object Jonathan Lemkin
Jonathan Lemkin is an American screenwriter known for his work on action and thriller films, including the adaptation of Stephen Hunter’s novel for the movie "Shooter."
E322037 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: Jonathan Lemkin | Statement: [Shooter (2007 film), screenwriter, Jonathan Lemkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jonathan Lemkin
Context triple: [Shooter (2007 film), screenwriter, Jonathan Lemkin]
  • A. Thomas Buergenthal
    Thomas Buergenthal was a renowned international human rights lawyer, Holocaust survivor, and former judge of the International Court of Justice known for his work in advancing international humanitarian and human rights law.
  • B. Louis Finkelstein
    Louis Finkelstein was a prominent American Conservative rabbi and scholar who served as a long-time leader and chancellor of the Jewish Theological Seminary of America.
  • C. Michael Berenbaum
    Michael Berenbaum is an American film and television editor known for his work on numerous popular comedies and dramas.
  • D. Nahum Sokolow
    Nahum Sokolow was a prominent Jewish journalist, author, and Zionist leader who played a key diplomatic role in advancing international support for the Zionist movement in the early 20th century.
  • E. Leo Löwenthal
    Leo Löwenthal was a German sociologist and literary critic associated with the Frankfurt School, known for his analyses of mass culture, literature, and the sociology of intellectuals.
  • 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: Jonathan Lemkin
Triple: [Shooter (2007 film), screenwriter, Jonathan Lemkin]
Generated description
Jonathan Lemkin is an American screenwriter known for his work on action and thriller films, including the adaptation of Stephen Hunter’s novel for the movie "Shooter."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jonathan Lemkin
Target entity description: Jonathan Lemkin is an American screenwriter known for his work on action and thriller films, including the adaptation of Stephen Hunter’s novel for the movie "Shooter."
  • A. Thomas Buergenthal
    Thomas Buergenthal was a renowned international human rights lawyer, Holocaust survivor, and former judge of the International Court of Justice known for his work in advancing international humanitarian and human rights law.
  • B. Louis Finkelstein
    Louis Finkelstein was a prominent American Conservative rabbi and scholar who served as a long-time leader and chancellor of the Jewish Theological Seminary of America.
  • C. Michael Berenbaum
    Michael Berenbaum is an American film and television editor known for his work on numerous popular comedies and dramas.
  • D. Nahum Sokolow
    Nahum Sokolow was a prominent Jewish journalist, author, and Zionist leader who played a key diplomatic role in advancing international support for the Zionist movement in the early 20th century.
  • E. Leo Löwenthal
    Leo Löwenthal was a German sociologist and literary critic associated with the Frankfurt School, known for his analyses of mass culture, literature, and the sociology of intellectuals.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada0fea06881909e5251eea26599ac completed March 8, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef1972e08190942a068c0c563e52 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efa8c11081908661b33e465e11bc completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f062abf48190ab891463c5b33622 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3:02 p.m.