Triple

T9237895
Position Surface form Disambiguated ID Type / Status
Subject Hamburger Hill E221982 entity
Predicate screenwriter P2831 FINISHED
Object James Carabatsos
James Carabatsos is an American screenwriter best known for his work on Vietnam War films, including the 1987 movie "Hamburger Hill."
E787755 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: James Carabatsos | Statement: [Hamburger Hill, screenwriter, James Carabatsos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Carabatsos
Context triple: [Hamburger Hill, screenwriter, James Carabatsos]
  • A. Robert Drivas
    Robert Drivas was an American actor and director best known for his character roles in film, television, and theater during the 1960s and 1970s.
  • B. Gregory Markopoulos
    Gregory Markopoulos was an influential American avant-garde filmmaker whose highly personal, formally radical works helped shape the development of experimental and underground cinema in the mid-20th century.
  • C. Theodore Prodromos
    Theodore Prodromos was a 12th-century Byzantine writer and poet known for his satirical, rhetorical, and romantic works at the court of Constantinople.
  • D. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • E. George D. Behrakis
    George D. Behrakis is an American pharmaceutical entrepreneur, philanthropist, and prominent benefactor to educational and cultural institutions, particularly within the Greek-American community.
  • 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: James Carabatsos
Triple: [Hamburger Hill, screenwriter, James Carabatsos]
Generated description
James Carabatsos is an American screenwriter best known for his work on Vietnam War films, including the 1987 movie "Hamburger Hill."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Carabatsos
Target entity description: James Carabatsos is an American screenwriter best known for his work on Vietnam War films, including the 1987 movie "Hamburger Hill."
  • A. Robert Drivas
    Robert Drivas was an American actor and director best known for his character roles in film, television, and theater during the 1960s and 1970s.
  • B. Gregory Markopoulos
    Gregory Markopoulos was an influential American avant-garde filmmaker whose highly personal, formally radical works helped shape the development of experimental and underground cinema in the mid-20th century.
  • C. Theodore Prodromos
    Theodore Prodromos was a 12th-century Byzantine writer and poet known for his satirical, rhetorical, and romantic works at the court of Constantinople.
  • D. William Sianis
    William Sianis was a Chicago tavern owner and goat enthusiast best known for allegedly placing the "Curse of the Billy Goat" on the Chicago Cubs baseball team.
  • E. George D. Behrakis
    George D. Behrakis is an American pharmaceutical entrepreneur, philanthropist, and prominent benefactor to educational and cultural institutions, particularly within the Greek-American community.
  • 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_69ca83ee26cc81909ac624e190597d6d completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf09f9e908190801fe114c5e63984 completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09bc043ec81909393e8af03ab0117 completed April 4, 2026, 5:04 a.m.
NEDg Description generation batch_69d09cc5cdd481908903ae0e49c1085d completed April 4, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69d09d7364b48190ad3dd55711bd2534 completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 7:30 p.m.