Triple
T2047960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broadway Melody of 1940 |
E45497
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
George Oppenheimer
George Oppenheimer was an American screenwriter and playwright known for his work on Hollywood films and Broadway productions in the mid-20th century.
|
E246170
|
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: George Oppenheimer | Statement: [Broadway Melody of 1940, screenwriter, George Oppenheimer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Oppenheimer Context triple: [Broadway Melody of 1940, screenwriter, George Oppenheimer]
-
A.
George Storrs
George Storrs was a 19th-century American Christian preacher and writer known for his advocacy of conditional immortality and nontrinitarian views, which significantly shaped early Adventist and Bible Student theology.
-
B.
Harold Briggs
Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
-
C.
Hugh Herbert Hipple
Hugh Herbert Hipple, better known as Hugh Marlowe, was an American film, radio, and television actor recognized for roles in classics like "All About Eve" and "The Day the Earth Stood Still."
-
D.
G. H. Shortley
G. H. Shortley was a physicist best known for coauthoring the influential quantum mechanics textbook "The Theory of Atomic Spectra" with Edward Condon.
-
E.
B. D. Hyman
B. D. Hyman is an American author and Christian minister best known as the estranged daughter of actress Bette Davis and for her controversial memoir about their relationship.
- 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: George Oppenheimer Triple: [Broadway Melody of 1940, screenwriter, George Oppenheimer]
Generated description
George Oppenheimer was an American screenwriter and playwright known for his work on Hollywood films and Broadway productions in the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Oppenheimer Target entity description: George Oppenheimer was an American screenwriter and playwright known for his work on Hollywood films and Broadway productions in the mid-20th century.
-
A.
George Storrs
George Storrs was a 19th-century American Christian preacher and writer known for his advocacy of conditional immortality and nontrinitarian views, which significantly shaped early Adventist and Bible Student theology.
-
B.
Harold Briggs
Harold Briggs was a British Army officer best known for devising and implementing the Briggs Plan to combat communist insurgency during the Malayan Emergency.
-
C.
Hugh Herbert Hipple
Hugh Herbert Hipple, better known as Hugh Marlowe, was an American film, radio, and television actor recognized for roles in classics like "All About Eve" and "The Day the Earth Stood Still."
-
D.
G. H. Shortley
G. H. Shortley was a physicist best known for coauthoring the influential quantum mechanics textbook "The Theory of Atomic Spectra" with Edward Condon.
-
E.
B. D. Hyman
B. D. Hyman is an American author and Christian minister best known as the estranged daughter of actress Bette Davis and for her controversial memoir about their relationship.
- 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_69a8891948208190ab7898da21824c77 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb974e8488190887b840c2cb88b3a |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae652a87748190b9e18356ffb13bed |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae669aa29c81909770cd69d27c274c |
completed | March 9, 2026, 6:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae66fb7f1c8190b2bc306f06c423f1 |
completed | March 9, 2026, 6:21 a.m. |
Created at: March 4, 2026, 7:39 p.m.