Triple
T4035237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ex Machina |
E83811
|
entity |
| Predicate | characterPortrayed |
P1507
|
FINISHED |
| Object |
Oscar Isaac as Nathan Bateman
Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
|
E407817
|
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: Oscar Isaac as Nathan Bateman | Statement: [Ex Machina, characterPortrayed, Oscar Isaac as Nathan Bateman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oscar Isaac as Nathan Bateman Context triple: [Ex Machina, characterPortrayed, Oscar Isaac as Nathan Bateman]
-
A.
Elias Pearce
Elias Pearce was the mountaineer credited with making the first recorded ascent of Mount Shasta in California.
-
B.
Jackson Healy in The Nice Guys
Jackson Healy in *The Nice Guys* is a tough, world-weary enforcer-for-hire who teams up with a hapless private investigator to unravel a dangerous conspiracy in 1970s Los Angeles.
-
C.
Malachi Flynn
Malachi Flynn is an American professional basketball player and standout point guard known for his collegiate success at San Diego State University and subsequent NBA career.
-
D.
Alex Vause
Alex Vause is a central character in the television series "Orange Is the New Black," known as a sharp-witted, morally ambiguous drug smuggler and the on-and-off love interest of Piper Chapman.
-
E.
Joshua Washington in Until Dawn
Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
- 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: Oscar Isaac as Nathan Bateman Triple: [Ex Machina, characterPortrayed, Oscar Isaac as Nathan Bateman]
Generated description
Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oscar Isaac as Nathan Bateman Target entity description: Oscar Isaac as Nathan Bateman is the intense, reclusive tech billionaire and AI visionary he portrays in the science fiction film "Ex Machina."
-
A.
Elias Pearce
Elias Pearce was the mountaineer credited with making the first recorded ascent of Mount Shasta in California.
-
B.
Jackson Healy in The Nice Guys
Jackson Healy in *The Nice Guys* is a tough, world-weary enforcer-for-hire who teams up with a hapless private investigator to unravel a dangerous conspiracy in 1970s Los Angeles.
-
C.
Malachi Flynn
Malachi Flynn is an American professional basketball player and standout point guard known for his collegiate success at San Diego State University and subsequent NBA career.
-
D.
Alex Vause
Alex Vause is a central character in the television series "Orange Is the New Black," known as a sharp-witted, morally ambiguous drug smuggler and the on-and-off love interest of Piper Chapman.
-
E.
Joshua Washington in Until Dawn
Joshua Washington in Until Dawn is a central, psychologically complex character whose traumatic past and elaborate schemes drive much of the game's horror narrative.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb132f6c8190937acd35a6a5a9e4 |
completed | March 9, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b556415ebc8190a528c7e22dbf70df |
completed | March 14, 2026, 12:36 p.m. |
| NEDg | Description generation | batch_69b556efc2148190a66e732e09e4fc21 |
completed | March 14, 2026, 12:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5575de0e88190843f1fcbc12c9dd5 |
completed | March 14, 2026, 12:41 p.m. |
Created at: March 9, 2026, 3:36 p.m.