Triple
T3759576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Up in the Air |
E82128
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Sheldon Turner
Sheldon Turner is an American screenwriter and producer known for his work on films such as "Up in the Air" and other major Hollywood projects.
|
E482352
|
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: Sheldon Turner | Statement: [Up in the Air, screenwriter, Sheldon Turner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheldon Turner Context triple: [Up in the Air, screenwriter, Sheldon Turner]
-
A.
Sheldon Luce
Sheldon Luce is a member of the Luce family, known primarily as the child of Elizabeth Root Luce.
-
B.
Fred G. Sanford
Fred G. Sanford is the cantankerous, sharp-tongued junk dealer and comedic patriarch portrayed by Redd Foxx in the classic American sitcom "Sanford and Son."
-
C.
Ralph Schuckett
Ralph Schuckett was an American keyboardist, composer, and producer best known for his session work in the 1970s and contributions to pop and rock recordings.
-
D.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
-
E.
J. Douglas Brown
J. Douglas Brown was an American economist and academic who played a key role in shaping U.S. Social Security policy during the New Deal era.
- 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: Sheldon Turner Triple: [Up in the Air, screenwriter, Sheldon Turner]
Generated description
Sheldon Turner is an American screenwriter and producer known for his work on films such as "Up in the Air" and other major Hollywood projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheldon Turner Target entity description: Sheldon Turner is an American screenwriter and producer known for his work on films such as "Up in the Air" and other major Hollywood projects.
-
A.
Sheldon Luce
Sheldon Luce is a member of the Luce family, known primarily as the child of Elizabeth Root Luce.
-
B.
Fred G. Sanford
Fred G. Sanford is the cantankerous, sharp-tongued junk dealer and comedic patriarch portrayed by Redd Foxx in the classic American sitcom "Sanford and Son."
-
C.
Ralph Schuckett
Ralph Schuckett was an American keyboardist, composer, and producer best known for his session work in the 1970s and contributions to pop and rock recordings.
-
D.
James A. Abrahamson
James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
-
E.
J. Douglas Brown
J. Douglas Brown was an American economist and academic who played a key role in shaping U.S. Social Security policy during the New Deal era.
- 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_69ad8b1db40081908b61ffa6b78afd4d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbc3d3f48190974cec104080949f |
completed | March 8, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8195518081908f4938032218e118 |
completed | March 21, 2026, 11:31 a.m. |
| NEDg | Description generation | batch_69be840882a081909e320c76d41219cc |
completed | March 21, 2026, 11:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8464bb00819086a70be3a5746d7c |
completed | March 21, 2026, 11:43 a.m. |
Created at: March 8, 2026, 3:35 p.m.