Triple

T3658924
Position Surface form Disambiguated ID Type / Status
Subject 12 Monkeys E77601 entity
Predicate character P662 FINISHED
Object Dr. Kathryn Railly
Dr. Kathryn Railly is a psychiatrist and key protagonist in the film "12 Monkeys," who becomes entangled in time travel and a post-apocalyptic plague conspiracy through her encounters with James Cole.
E378388 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. Kathryn Railly | Statement: [12 Monkeys, character, Dr. Kathryn Railly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Kathryn Railly
Context triple: [12 Monkeys, character, Dr. Kathryn Railly]
  • A. Dr. Jennifer Ashton
    Dr. Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
  • B. Dr. Gillian Foster
    Dr. Gillian Foster is a psychologist and expert in deception detection who co-leads the Lightman Group alongside Dr. Cal Lightman in the TV series "Lie to Me."
  • C. Dr. Eleanor O’Hara
    Dr. Eleanor O’Hara is a fictional, sharp-witted British emergency room physician on the TV series "Nurse Jackie."
  • D. Gail Mutrux
    Gail Mutrux is an American film producer known for her work on acclaimed dramas such as "News of the World" and "Donnie Brasco."
  • E. Dr. Julia Hoffman
    Dr. Julia Hoffman is a character in the 2012 gothic comedy film "Dark Shadows," portrayed as a psychiatrist entangled with the cursed Collins family and their resident vampire, Barnabas Collins.
  • 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. Kathryn Railly
Triple: [12 Monkeys, character, Dr. Kathryn Railly]
Generated description
Dr. Kathryn Railly is a psychiatrist and key protagonist in the film "12 Monkeys," who becomes entangled in time travel and a post-apocalyptic plague conspiracy through her encounters with James Cole.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Kathryn Railly
Target entity description: Dr. Kathryn Railly is a psychiatrist and key protagonist in the film "12 Monkeys," who becomes entangled in time travel and a post-apocalyptic plague conspiracy through her encounters with James Cole.
  • A. Dr. Jennifer Ashton
    Dr. Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
  • B. Dr. Gillian Foster
    Dr. Gillian Foster is a psychologist and expert in deception detection who co-leads the Lightman Group alongside Dr. Cal Lightman in the TV series "Lie to Me."
  • C. Dr. Eleanor O’Hara
    Dr. Eleanor O’Hara is a fictional, sharp-witted British emergency room physician on the TV series "Nurse Jackie."
  • D. Gail Mutrux
    Gail Mutrux is an American film producer known for her work on acclaimed dramas such as "News of the World" and "Donnie Brasco."
  • E. Dr. Julia Hoffman
    Dr. Julia Hoffman is a character in the 2012 gothic comedy film "Dark Shadows," portrayed as a psychiatrist entangled with the cursed Collins family and their resident vampire, Barnabas Collins.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d48a2081908ac0f76d548a53ee completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48842b28881908c6a077cfaa8b092 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48e0d2cfc8190b55d8060cc092411 completed March 13, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69b4b96e73fc8190aa11d1e1a06d5c25 completed March 14, 2026, 1:27 a.m.
Created at: March 8, 2026, 3:25 p.m.