Triple

T6135047
Position Surface form Disambiguated ID Type / Status
Subject Battleground E136812 entity
Predicate screenwriter P2831 FINISHED
Object Robert Pirosh
Robert Pirosh was an American screenwriter and director best known for his Oscar-winning work on the World War II film "Battleground" and his contributions to mid-20th-century Hollywood cinema.
E588729 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: Robert Pirosh | Statement: [Battleground, screenwriter, Robert Pirosh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Pirosh
Context triple: [Battleground, screenwriter, Robert Pirosh]
  • A. Michael Vavitch
    Michael Vavitch was a silent-era film actor known for his role in the 1924 drama "The Red Lily."
  • B. Robert Doback
    Robert Doback is a fictional character from the comedy film "Step Brothers," known as the mild-mannered father of Nancy Huff and stepfather to Brennan Huff.
  • C. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • D. Joseph Pevney
    Joseph Pevney was an American film and television director best known for his extensive work on the original Star Trek series and numerous Hollywood features in the 1950s and 1960s.
  • E. Joseph Bortis
    Joseph Bortis was a 19th-century mountaineer known for participating in the pioneering first ascent of the Finsteraarhorn in the Swiss Alps.
  • 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: Robert Pirosh
Triple: [Battleground, screenwriter, Robert Pirosh]
Generated description
Robert Pirosh was an American screenwriter and director best known for his Oscar-winning work on the World War II film "Battleground" and his contributions to mid-20th-century Hollywood cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Pirosh
Target entity description: Robert Pirosh was an American screenwriter and director best known for his Oscar-winning work on the World War II film "Battleground" and his contributions to mid-20th-century Hollywood cinema.
  • A. Michael Vavitch
    Michael Vavitch was a silent-era film actor known for his role in the 1924 drama "The Red Lily."
  • B. Robert Doback
    Robert Doback is a fictional character from the comedy film "Step Brothers," known as the mild-mannered father of Nancy Huff and stepfather to Brennan Huff.
  • C. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • D. Joseph Pevney
    Joseph Pevney was an American film and television director best known for his extensive work on the original Star Trek series and numerous Hollywood features in the 1950s and 1960s.
  • E. Joseph Bortis
    Joseph Bortis was a 19th-century mountaineer known for participating in the pioneering first ascent of the Finsteraarhorn in the Swiss Alps.
  • 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_69c008a179388190a3b5a081bbf46d55 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c80a6088190a028967b682fed2b completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d035e9c8190bd9978987833ff3c completed March 27, 2026, 7:08 a.m.
NEDg Description generation batch_69c62ea850c8819097ce9fefe807c0d0 completed March 27, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69c62f2c2d5881909e0b70853305dc05 completed March 27, 2026, 7:18 a.m.
Created at: March 22, 2026, 4:15 p.m.