Triple
T440328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oklahoma! (1955 film) |
E10099
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
William Ludwig
William Ludwig was an American screenwriter best known for his work on classic mid-20th-century films, including the musical adaptation of "Oklahoma!" and the Oscar-winning biopic "The Great Caruso."
|
E58286
|
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: William Ludwig | Statement: [Oklahoma! (1955 film), screenwriter, William Ludwig]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Ludwig Context triple: [Oklahoma! (1955 film), screenwriter, William Ludwig]
-
A.
Friedrich
Friedrich is the given first name of the German philosopher, logician, and mathematician Gottlob Frege.
-
B.
Friedrich
Friedrich is the given first name of the renowned German mathematician Bernhard Riemann.
-
C.
Friedrich
Friedrich is the given name of Friedrich Engels, the 19th-century German philosopher, social scientist, and co-author of key works on communism alongside Karl Marx.
-
D.
Friedrich Wilhelm Christian Karl Ferdinand
Friedrich Wilhelm Christian Karl Ferdinand is the full given name of Wilhelm von Humboldt, the influential Prussian philosopher, linguist, and statesman.
-
E.
Joseph Ferdinand of Bavaria
Joseph Ferdinand of Bavaria was a Bavarian prince and briefly the designated heir to the Spanish throne whose early death helped trigger the War of the Spanish Succession.
- 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: William Ludwig Triple: [Oklahoma! (1955 film), screenwriter, William Ludwig]
Generated description
William Ludwig was an American screenwriter best known for his work on classic mid-20th-century films, including the musical adaptation of "Oklahoma!" and the Oscar-winning biopic "The Great Caruso."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Ludwig Target entity description: William Ludwig was an American screenwriter best known for his work on classic mid-20th-century films, including the musical adaptation of "Oklahoma!" and the Oscar-winning biopic "The Great Caruso."
-
A.
Friedrich
Friedrich is the given first name of the German philosopher, logician, and mathematician Gottlob Frege.
-
B.
Friedrich
Friedrich is the given first name of the renowned German mathematician Bernhard Riemann.
-
C.
Friedrich
Friedrich is the given name of Friedrich Engels, the 19th-century German philosopher, social scientist, and co-author of key works on communism alongside Karl Marx.
-
D.
Friedrich Wilhelm Christian Karl Ferdinand
Friedrich Wilhelm Christian Karl Ferdinand is the full given name of Wilhelm von Humboldt, the influential Prussian philosopher, linguist, and statesman.
-
E.
Joseph Ferdinand of Bavaria
Joseph Ferdinand of Bavaria was a Bavarian prince and briefly the designated heir to the Spanish throne whose early death helped trigger the War of the Spanish Succession.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2ef2977888190a0590b2c1bd2f5da |
completed | Feb. 28, 2026, 1:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4529020888190952a8e8665f501c6 |
completed | March 1, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69a455253cc0819084d9cf850917aa1d |
completed | March 1, 2026, 3:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4557af088819099e7f35f507f8a6c |
completed | March 1, 2026, 3:04 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.