Triple

T22014629
Position Surface form Disambiguated ID Type / Status
Subject The Point Men E543675 entity
Predicate authorOfSourceWork P2353 FINISHED
Object Steven Hartov
Steven Hartov is an American author and former Israeli Defense Forces paratrooper best known for his military and espionage thrillers.
E1514983 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: Steven Hartov | Statement: [The Point Men, authorOfSourceWork, Steven Hartov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steven Hartov
Context triple: [The Point Men, authorOfSourceWork, Steven Hartov]
  • A. Michael Gruskoff
    Michael Gruskoff is an American film producer best known for his work on influential 1970s and 1980s films, including the cult science fiction movie "Silent Running."
  • B. George Kralovansky
    George Kralovansky is a television producer best known for his executive production work on the live law-enforcement reality series "Live PD."
  • C. Robert Drasnin
    Robert Drasnin was an American composer and arranger best known for his work in film and television scores and his influential exotica recordings.
  • D. George Mihalka
    George Mihalka is a Canadian film and television director best known for his work in the horror genre, particularly the cult slasher film "My Bloody Valentine."
  • E. Michael Novotny
    Michael Novotny is a central character in the television series "Queer as Folk," portrayed as a kind-hearted comic book enthusiast whose long-standing friendship with Brian Kinney shapes much of the show's emotional core.
  • 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: Steven Hartov
Triple: [The Point Men, authorOfSourceWork, Steven Hartov]
Generated description
Steven Hartov is an American author and former Israeli Defense Forces paratrooper best known for his military and espionage thrillers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steven Hartov
Target entity description: Steven Hartov is an American author and former Israeli Defense Forces paratrooper best known for his military and espionage thrillers.
  • A. Michael Gruskoff
    Michael Gruskoff is an American film producer best known for his work on influential 1970s and 1980s films, including the cult science fiction movie "Silent Running."
  • B. George Kralovansky
    George Kralovansky is a television producer best known for his executive production work on the live law-enforcement reality series "Live PD."
  • C. Robert Drasnin
    Robert Drasnin was an American composer and arranger best known for his work in film and television scores and his influential exotica recordings.
  • D. George Mihalka
    George Mihalka is a Canadian film and television director best known for his work in the horror genre, particularly the cult slasher film "My Bloody Valentine."
  • E. Michael Novotny
    Michael Novotny is a central character in the television series "Queer as Folk," portrayed as a kind-hearted comic book enthusiast whose long-standing friendship with Brian Kinney shapes much of the show's emotional core.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a6bf6081909865781ea7937a1b completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b6216fc8190a6e2166799ce1b25 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c93d5708190aeb79bdf64ac1bf0 completed May 18, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d06cb0c819093c960f71861ede8 completed May 18, 2026, 2:44 a.m.
Created at: April 16, 2026, 8:22 p.m.