Triple

T4654569
Position Surface form Disambiguated ID Type / Status
Subject The Librarian: Quest for the Spear E102377 entity
Predicate writer P1360 FINISHED
Object David Titcher
David Titcher is a screenwriter and producer best known for creating and writing the fantasy-adventure franchise "The Librarian."
E525938 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: David Titcher | Statement: [The Librarian: Quest for the Spear, writer, David Titcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Titcher
Context triple: [The Librarian: Quest for the Spear, writer, David Titcher]
  • A. David Ditzel
    David Ditzel is a computer engineer and entrepreneur best known as the founder of Transmeta and for his work on low-power, innovative microprocessor designs.
  • B. Dennis Awtrey
    Dennis Awtrey is a former American professional basketball center known for his defensive play and role as a key contributor on several NBA teams during the 1970s and early 1980s.
  • C. Douglas Wick
    Douglas Wick is an American film producer known for acclaimed movies such as "Gladiator," "Working Girl," and "Memoirs of a Geisha."
  • D. Joseph Weishaar
    Joseph Weishaar is an American architect and designer best known for winning the competition to create the National World War I Memorial in Washington, D.C.
  • E. Michael McGillicutty
    Michael McGillicutty is the former WWE ring name of professional wrestler Joe Hennig, a third-generation competitor and son of "Mr. Perfect" Curt Hennig.
  • 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: David Titcher
Triple: [The Librarian: Quest for the Spear, writer, David Titcher]
Generated description
David Titcher is a screenwriter and producer best known for creating and writing the fantasy-adventure franchise "The Librarian."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Titcher
Target entity description: David Titcher is a screenwriter and producer best known for creating and writing the fantasy-adventure franchise "The Librarian."
  • A. David Ditzel
    David Ditzel is a computer engineer and entrepreneur best known as the founder of Transmeta and for his work on low-power, innovative microprocessor designs.
  • B. Dennis Awtrey
    Dennis Awtrey is a former American professional basketball center known for his defensive play and role as a key contributor on several NBA teams during the 1970s and early 1980s.
  • C. Douglas Wick
    Douglas Wick is an American film producer known for acclaimed movies such as "Gladiator," "Working Girl," and "Memoirs of a Geisha."
  • D. Joseph Weishaar
    Joseph Weishaar is an American architect and designer best known for winning the competition to create the National World War I Memorial in Washington, D.C.
  • E. Michael McGillicutty
    Michael McGillicutty is the former WWE ring name of professional wrestler Joe Hennig, a third-generation competitor and son of "Mr. Perfect" Curt Hennig.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6317ba70819089145766d3462e57 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfa1b5c0e081909c9a923eef50018c completed March 22, 2026, 8 a.m.
NEDg Description generation batch_69bfa27d71fc8190aee4de452eb259fe completed March 22, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_69bfa30af20c8190a759a3b7b108371b completed March 22, 2026, 8:06 a.m.
Created at: March 20, 2026, 1:14 p.m.