Triple

T15892177
Position Surface form Disambiguated ID Type / Status
Subject Lewis Pullman E385352 entity
Predicate portrayed P1668 FINISHED
Object Calvin Evans in Lessons in Chemistry
Calvin Evans in "Lessons in Chemistry" is a brilliant but socially awkward chemist whose relationship with protagonist Elizabeth Zott profoundly shapes her personal and professional life.
E1182704 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: Calvin Evans in Lessons in Chemistry | Statement: [Lewis Pullman, portrayed, Calvin Evans in Lessons in Chemistry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Calvin Evans in Lessons in Chemistry
Context triple: [Lewis Pullman, portrayed, Calvin Evans in Lessons in Chemistry]
  • A. Elizabeth Zott in Lessons in Chemistry
    Elizabeth Zott in Lessons in Chemistry is a brilliant, unconventional chemist in 1960s America who becomes an unlikely television cooking-show host and challenges societal expectations about women, science, and domestic life.
  • B. Dr. Cassandra Railly
    Dr. Cassandra Railly is a central character in the TV series "12 Monkeys," a brilliant virologist who becomes a key ally in efforts to prevent a devastating global plague.
  • C. Meredith Vickers
    Meredith Vickers is a cold, authoritative Weyland Corporation executive who oversees the Prometheus mission in the 2012 science fiction film "Prometheus."
  • D. Elena Fisher
    Elena Fisher is a resourceful journalist and adventurer in the Uncharted video game series, known for her close relationship with protagonist Nathan Drake and her pivotal role throughout his journeys.
  • E. Lynda Goodfriend
    Lynda Goodfriend is an American actress best known for her role as Lori Beth Cunningham on the classic television sitcom "Happy Days."
  • 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: Calvin Evans in Lessons in Chemistry
Triple: [Lewis Pullman, portrayed, Calvin Evans in Lessons in Chemistry]
Generated description
Calvin Evans in "Lessons in Chemistry" is a brilliant but socially awkward chemist whose relationship with protagonist Elizabeth Zott profoundly shapes her personal and professional life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Calvin Evans in Lessons in Chemistry
Target entity description: Calvin Evans in "Lessons in Chemistry" is a brilliant but socially awkward chemist whose relationship with protagonist Elizabeth Zott profoundly shapes her personal and professional life.
  • A. Elizabeth Zott in Lessons in Chemistry
    Elizabeth Zott in Lessons in Chemistry is a brilliant, unconventional chemist in 1960s America who becomes an unlikely television cooking-show host and challenges societal expectations about women, science, and domestic life.
  • B. Dr. Cassandra Railly
    Dr. Cassandra Railly is a central character in the TV series "12 Monkeys," a brilliant virologist who becomes a key ally in efforts to prevent a devastating global plague.
  • C. Meredith Vickers
    Meredith Vickers is a cold, authoritative Weyland Corporation executive who oversees the Prometheus mission in the 2012 science fiction film "Prometheus."
  • D. Elena Fisher
    Elena Fisher is a resourceful journalist and adventurer in the Uncharted video game series, known for her close relationship with protagonist Nathan Drake and her pivotal role throughout his journeys.
  • E. Lynda Goodfriend
    Lynda Goodfriend is an American actress best known for her role as Lori Beth Cunningham on the classic television sitcom "Happy Days."
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1561f515081908ba4e68e1347a881 completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb0497cb481908e8ea4ebb9c4039d completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb1b0ac6481908d2e6106c0984d21 completed May 9, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69ffb2461ea48190ba05f7da71b0f80f completed May 9, 2026, 10:16 p.m.
Created at: April 10, 2026, 4:51 a.m.