Triple
T20525442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Resident Evil: Extinction |
E503921
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Dr. Isaacs
Dr. Isaacs is a key antagonist in the Resident Evil film series, portrayed as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and weaponizing Alice.
|
E1436328
|
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: Dr. Isaacs | Statement: [Resident Evil: Extinction, character, Dr. Isaacs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Isaacs Context triple: [Resident Evil: Extinction, character, Dr. Isaacs]
-
A.
Dr. Mumford
Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
-
B.
Dr. Waldman
Dr. Waldman is a supporting character in the 1931 film "Frankenstein," portrayed as a rational, morally concerned scientist who serves as a mentor and foil to Henry Frankenstein's reckless experimentation.
-
C.
Dr. Jaquith
Dr. Jaquith is the compassionate psychiatrist in the 1942 film "Now, Voyager" who helps the protagonist undergo a profound emotional and psychological transformation.
-
D.
Dr. Griffiths
Dr. Griffiths is a human character in the Tinker Bell film series, portrayed as a skeptical, science-minded father whose encounter with fairies challenges his disbelief in magic.
-
E.
Dr. Lagardie
Dr. Lagardie is a fictional physician character who appears in Raymond Chandler’s detective novel "The Little Sister."
- 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: Dr. Isaacs Triple: [Resident Evil: Extinction, character, Dr. Isaacs]
Generated description
Dr. Isaacs is a key antagonist in the Resident Evil film series, portrayed as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and weaponizing Alice.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Isaacs Target entity description: Dr. Isaacs is a key antagonist in the Resident Evil film series, portrayed as a high-ranking Umbrella Corporation scientist obsessed with controlling the T-virus and weaponizing Alice.
-
A.
Dr. Mumford
Dr. Mumford is the fictional psychologist protagonist of the 1999 comedy-drama film "Mumford," known for his unconventional therapeutic methods in a small town.
-
B.
Dr. Waldman
Dr. Waldman is a supporting character in the 1931 film "Frankenstein," portrayed as a rational, morally concerned scientist who serves as a mentor and foil to Henry Frankenstein's reckless experimentation.
-
C.
Dr. Jaquith
Dr. Jaquith is the compassionate psychiatrist in the 1942 film "Now, Voyager" who helps the protagonist undergo a profound emotional and psychological transformation.
-
D.
Dr. Griffiths
Dr. Griffiths is a human character in the Tinker Bell film series, portrayed as a skeptical, science-minded father whose encounter with fairies challenges his disbelief in magic.
-
E.
Dr. Lagardie
Dr. Lagardie is a fictional physician character who appears in Raymond Chandler’s detective novel "The Little Sister."
- 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_69e0b4b3a6e08190ae663701f50fab8e |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a06504b48190b3f1defdc23a47d5 |
completed | April 20, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a089d4626d08190a87f07abd1380a3d |
completed | May 16, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a089e69e1bc8190b2975e9a810fba77 |
completed | May 16, 2026, 4:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a089f4b56c48190a5e83f4678c525e3 |
completed | May 16, 2026, 4:46 p.m. |
Created at: April 16, 2026, 11:37 a.m.