Triple

T17293794
Position Surface form Disambiguated ID Type / Status
Subject The Peripheral (TV series) E419852 entity
Predicate mainCharacter P1183 FINISHED
Object Cherise Nuland
Cherise Nuland is a central antagonist in the science fiction television series "The Peripheral," known for her cold, calculating leadership within a powerful future-tech organization.
E1261538 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: Cherise Nuland | Statement: [The Peripheral (TV series), mainCharacter, Cherise Nuland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherise Nuland
Context triple: [The Peripheral (TV series), mainCharacter, Cherise Nuland]
  • A. Linda P. Fried
    Linda P. Fried is an American geriatrician and epidemiologist known for her pioneering research on aging, frailty, and public health, and for serving as dean of the Columbia University Mailman School of Public Health.
  • B. Dr. Susan Lowenstein
    Dr. Susan Lowenstein is a compassionate New York psychiatrist who becomes deeply involved in uncovering and healing the traumatic past of her patient in the film "The Prince of Tides."
  • C. Jamie S. Gorelick
    Jamie S. Gorelick is an American lawyer and former U.S. Deputy Attorney General who has held prominent roles in government, law, and public policy.
  • D. Deborah L. Birx
    Deborah L. Birx is an American physician and diplomat who served as a leading member of the U.S. government's COVID-19 task force during the Trump administration.
  • E. 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."
  • 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: Cherise Nuland
Triple: [The Peripheral (TV series), mainCharacter, Cherise Nuland]
Generated description
Cherise Nuland is a central antagonist in the science fiction television series "The Peripheral," known for her cold, calculating leadership within a powerful future-tech organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherise Nuland
Target entity description: Cherise Nuland is a central antagonist in the science fiction television series "The Peripheral," known for her cold, calculating leadership within a powerful future-tech organization.
  • A. Linda P. Fried
    Linda P. Fried is an American geriatrician and epidemiologist known for her pioneering research on aging, frailty, and public health, and for serving as dean of the Columbia University Mailman School of Public Health.
  • B. Dr. Susan Lowenstein
    Dr. Susan Lowenstein is a compassionate New York psychiatrist who becomes deeply involved in uncovering and healing the traumatic past of her patient in the film "The Prince of Tides."
  • C. Jamie S. Gorelick
    Jamie S. Gorelick is an American lawyer and former U.S. Deputy Attorney General who has held prominent roles in government, law, and public policy.
  • D. Deborah L. Birx
    Deborah L. Birx is an American physician and diplomat who served as a leading member of the U.S. government's COVID-19 task force during the Trump administration.
  • E. 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."
  • 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_69d886db32608190a61e18862c5a8af6 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e43785383881908ec61ddf5e2193cf completed April 19, 2026, 2:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180d66bb8819086eb2c72b4dcbafb completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a01848c84cc8190bbcf1a8be82d0f68 completed May 11, 2026, 7:26 a.m.
NED2 Entity disambiguation (via description) batch_6a01850519108190972c1ecea6b9313c completed May 11, 2026, 7:28 a.m.
Created at: April 10, 2026, 5:40 a.m.