Triple

T17822754
Position Surface form Disambiguated ID Type / Status
Subject Darth Plagueis E445028 entity
Predicate novelAuthor P2353 FINISHED
Object James Luceno
James Luceno is an American author best known for his extensive work in the Star Wars expanded universe, including several novels that explore the franchise’s deeper lore and characters.
E1289290 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: James Luceno | Statement: [Darth Plagueis, novelAuthor, James Luceno]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Luceno
Context triple: [Darth Plagueis, novelAuthor, James Luceno]
  • A. Antony Johnston
    Antony Johnston is a British comic book writer and novelist best known for creating the graphic novel "The Coldest City," which was adapted into the film "Atomic Blonde."
  • B. Gene Reynolds
    Gene Reynolds was an American actor and Emmy-winning television producer and director, best known for co-creating and producing the acclaimed TV series M*A*S*H.
  • C. Michael Forsyth
    Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
  • D. Damon Quinn
    Damon Quinn is a Northern Irish actor, comedian, and producer best known as a member of the comedy troupe Hole in the Wall Gang and for his work on the satirical TV series "Give My Head Peace."
  • E. Kevin J. Anderson
    Kevin J. Anderson is a prolific American science fiction author known for his work in the Dune and Star Wars universes as well as numerous original series and tie-in novels.
  • 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: James Luceno
Triple: [Darth Plagueis, novelAuthor, James Luceno]
Generated description
James Luceno is an American author best known for his extensive work in the Star Wars expanded universe, including several novels that explore the franchise’s deeper lore and characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Luceno
Target entity description: James Luceno is an American author best known for his extensive work in the Star Wars expanded universe, including several novels that explore the franchise’s deeper lore and characters.
  • A. Antony Johnston
    Antony Johnston is a British comic book writer and novelist best known for creating the graphic novel "The Coldest City," which was adapted into the film "Atomic Blonde."
  • B. Gene Reynolds
    Gene Reynolds was an American actor and Emmy-winning television producer and director, best known for co-creating and producing the acclaimed TV series M*A*S*H.
  • C. Michael Forsyth
    Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
  • D. Damon Quinn
    Damon Quinn is a Northern Irish actor, comedian, and producer best known as a member of the comedy troupe Hole in the Wall Gang and for his work on the satirical TV series "Give My Head Peace."
  • E. Kevin J. Anderson
    Kevin J. Anderson is a prolific American science fiction author known for his work in the Dune and Star Wars universes as well as numerous original series and tie-in novels.
  • 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_69d8b9f0de78819099395b14db75a8a6 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4891282a081908d384d45bf444baf completed April 19, 2026, 7:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02ff69f02c81908a7b6b8b564cceec completed May 12, 2026, 10:22 a.m.
NEDg Description generation batch_6a03000abe908190a4f4835f348aa544 completed May 12, 2026, 10:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0300e885e481909c76dfbac2fd1009 completed May 12, 2026, 10:28 a.m.
Created at: April 10, 2026, 10:15 a.m.