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.