Triple

T815287
Position Surface form Disambiguated ID Type / Status
Subject The Librarians (TV series) E17639 entity
Predicate character P662 FINISHED
Object Cassandra Cillian
Cassandra Cillian is a gifted mathematician with synesthesia who serves as one of the magical problem-solvers and adventurers in the fantasy television series "The Librarians."
E140966 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: Cassandra Cillian | Statement: [The Librarians (TV series), character, Cassandra Cillian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cassandra Cillian
Context triple: [The Librarians (TV series), character, Cassandra Cillian]
  • A. Carys Zeta Douglas
    Carys Zeta Douglas is the daughter of actors Michael Douglas and Catherine Zeta-Jones, known for her emerging presence in fashion and entertainment.
  • B. Isla Dawson
    Isla Dawson is a remote Chilean island in southern Patagonia, located within the Strait of Magellan and known for its harsh climate and historical use as a mission and penal colony.
  • C. Julia Cumson
    Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
  • D. Rebecca De Mornay
    Rebecca De Mornay is an American actress best known for her roles in films such as "Risky Business," "The Hand That Rocks the Cradle," and numerous other thrillers and dramas.
  • E. Claudia Black
    Claudia Black is an Australian actress best known for her roles in the science fiction television series "Farscape" and "Stargate SG-1."
  • 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: Cassandra Cillian
Triple: [The Librarians (TV series), character, Cassandra Cillian]
Generated description
Cassandra Cillian is a gifted mathematician with synesthesia who serves as one of the magical problem-solvers and adventurers in the fantasy television series "The Librarians."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cassandra Cillian
Target entity description: Cassandra Cillian is a gifted mathematician with synesthesia who serves as one of the magical problem-solvers and adventurers in the fantasy television series "The Librarians."
  • A. Carys Zeta Douglas
    Carys Zeta Douglas is the daughter of actors Michael Douglas and Catherine Zeta-Jones, known for her emerging presence in fashion and entertainment.
  • B. Isla Dawson
    Isla Dawson is a remote Chilean island in southern Patagonia, located within the Strait of Magellan and known for its harsh climate and historical use as a mission and penal colony.
  • C. Julia Cumson
    Julia Cumson is a central fictional character in the 1980s American prime-time soap opera "Falcon Crest," known for her complex family ties and dramatic storylines within the powerful Channing dynasty.
  • D. Rebecca De Mornay
    Rebecca De Mornay is an American actress best known for her roles in films such as "Risky Business," "The Hand That Rocks the Cradle," and numerous other thrillers and dramas.
  • E. Claudia Black
    Claudia Black is an Australian actress best known for her roles in the science fiction television series "Farscape" and "Stargate SG-1."
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5157b08190b6c8f2fd455f261e completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac89f270a08190927e07dd71652299 completed March 7, 2026, 8:26 p.m.
NEDg Description generation batch_69ac8aa863a08190b21071a4ed2e74b9 completed March 7, 2026, 8:29 p.m.
NED2 Entity disambiguation (via description) batch_69ac8b72cb6c8190984bd3d4b0d54262 completed March 7, 2026, 8:32 p.m.
Created at: March 1, 2026, 7:38 p.m.