Triple

T13831108
Position Surface form Disambiguated ID Type / Status
Subject The Adam Project E332399 entity
Predicate screenwriter P2831 FINISHED
Object Jonathan Tropper
Jonathan Tropper is an American novelist, screenwriter, and television producer best known for creating the series "Banshee" and "Warrior" and for adapting his own novel "This Is Where I Leave You" for film.
 E1064761 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 Tropper | Statement: [The Adam Project, screenwriter, Jonathan Tropper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jonathan Tropper
Context triple: [The Adam Project, screenwriter, Jonathan Tropper]
  • A. Joshua Cohen
    Joshua Cohen is an American political philosopher known for his work on democratic theory, deliberative democracy, and justice, often engaging with and extending the ideas of John Rawls.
  • B. Jonathan Katz
    Jonathan Katz is an American comedian, actor, and writer best known for co-creating and starring in the animated series "Dr. Katz, Professional Therapist."
  • C. David Fleishman
    David Fleishman is an American educational administrator known for leading the Newton Public Schools district in Massachusetts.
  • D. Rich Cohen
    Rich Cohen is an American author and journalist known for his narrative nonfiction books and cultural commentary.
  • E. Eyal Waldman
    Eyal Waldman is an Israeli entrepreneur and engineer best known as the co-founder and longtime CEO 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: Jonathan Tropper
Triple: [The Adam Project, screenwriter, Jonathan Tropper]
Generated description
Jonathan Tropper is an American novelist, screenwriter, and television producer best known for creating the series "Banshee" and "Warrior" and for adapting his own novel "This Is Where I Leave You" for film.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jonathan Tropper
Target entity description: Jonathan Tropper is an American novelist, screenwriter, and television producer best known for creating the series "Banshee" and "Warrior" and for adapting his own novel "This Is Where I Leave You" for film.
  • A. Joshua Cohen
    Joshua Cohen is an American political philosopher known for his work on democratic theory, deliberative democracy, and justice, often engaging with and extending the ideas of John Rawls.
  • B. Jonathan Katz
    Jonathan Katz is an American comedian, actor, and writer best known for co-creating and starring in the animated series "Dr. Katz, Professional Therapist."
  • C. David Fleishman
    David Fleishman is an American educational administrator known for leading the Newton Public Schools district in Massachusetts.
  • D. Rich Cohen
    Rich Cohen is an American author and journalist known for his narrative nonfiction books and cultural commentary.
  • E. Eyal Waldman
    Eyal Waldman is an Israeli entrepreneur and engineer best known as the co-founder and longtime CEO 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0299334481908c2b271eaf06e4b7 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8ebf2608190b1071ee6967fa8d3 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b9d928ac81908867a99740d6c3a0 completed May 3, 2026, 9:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba6b2c208190b01e3a5ae872b14f completed May 3, 2026, 9:13 p.m.
Created at: April 9, 2026, 10:13 p.m.