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.