Triple

T19120483
Position Surface form Disambiguated ID Type / Status
Subject Flynn Carsen E468028 entity
Predicate employer P7 FINISHED
Object The Library (The Librarian franchise)
The Library is a secret, mystical institution dedicated to safeguarding powerful magical artifacts and knowledge from around the world in The Librarian franchise.
 E1359472 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: The Library (The Librarian franchise) | Statement: [Flynn Carsen, employer, The Library (The Librarian franchise)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Library (The Librarian franchise)
Context triple: [Flynn Carsen, employer, The Library (The Librarian franchise)]
  • A. The Librarian
    The Librarian is an adventure–fantasy media franchise centered on a scholarly yet action-ready librarian who safeguards ancient magical artifacts from falling into the wrong hands.
  • B. The Librarian
    The Librarian is a Mannerist painting by Giuseppe Arcimboldo depicting a human figure composed entirely of books and library objects, exemplifying his imaginative composite-portrait style.
  • C. the Librarian
    The Librarian is a quiet, enigmatic woman who works in the town’s library in Haruki Murakami’s novel "Hard-Boiled Wonderland and the End of the World," helping the narrator process dreams and serving as a key guide to the surreal, enclosed world he inhabits.
  • D. The Librarianist
    The Librarianist is a novel by Canadian author Patrick DeWitt that follows the quiet, reflective life of a retired librarian whose orderly existence is disrupted by unexpected encounters and memories.
  • E. The Librarian: Curse of the Judas Chalice
    The Librarian: Curse of the Judas Chalice is a 2008 fantasy–adventure television film in the Librarian franchise, following scholar-adventurer Flynn Carsen as he seeks a powerful vampire-related relic.
  • 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: The Library (The Librarian franchise)
Triple: [Flynn Carsen, employer, The Library (The Librarian franchise)]
Generated description
The Library is a secret, mystical institution dedicated to safeguarding powerful magical artifacts and knowledge from around the world in The Librarian franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Library (The Librarian franchise)
Target entity description: The Library is a secret, mystical institution dedicated to safeguarding powerful magical artifacts and knowledge from around the world in The Librarian franchise.
  • A. The Librarian
    The Librarian is an adventure–fantasy media franchise centered on a scholarly yet action-ready librarian who safeguards ancient magical artifacts from falling into the wrong hands.
  • B. The Librarian
    The Librarian is a Mannerist painting by Giuseppe Arcimboldo depicting a human figure composed entirely of books and library objects, exemplifying his imaginative composite-portrait style.
  • C. the Librarian
    The Librarian is a quiet, enigmatic woman who works in the town’s library in Haruki Murakami’s novel "Hard-Boiled Wonderland and the End of the World," helping the narrator process dreams and serving as a key guide to the surreal, enclosed world he inhabits.
  • D. The Librarianist
    The Librarianist is a novel by Canadian author Patrick DeWitt that follows the quiet, reflective life of a retired librarian whose orderly existence is disrupted by unexpected encounters and memories.
  • E. The Librarian: Curse of the Judas Chalice
    The Librarian: Curse of the Judas Chalice is a 2008 fantasy–adventure television film in the Librarian franchise, following scholar-adventurer Flynn Carsen as he seeks a powerful vampire-related relic.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3c921d4819092e2ae237bf85978 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e67400088190a58e085281a62a54 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e74c4a248190b4e02f0c0d53f904 completed May 14, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_6a05e84cbbac8190aa3e935e67cac797 completed May 14, 2026, 3:20 p.m.
Created at: April 10, 2026, 12:05 p.m.