Triple

T2233355
Position Surface form Disambiguated ID Type / Status
Subject Trainspotting (novel) E49221 entity
Predicate character P662 FINISHED
Object Daniel "Spud" Murphy
Daniel "Spud" Murphy is a hapless yet endearing heroin addict and close friend of Mark Renton in Irvine Welsh’s novel Trainspotting.
 E247351 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: Daniel "Spud" Murphy | Statement: [Trainspotting (novel), character, Daniel "Spud" Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daniel "Spud" Murphy
Context triple: [Trainspotting (novel), character, Daniel "Spud" Murphy]
  • A. Larry Murphy
    Larry Murphy is a central father figure in the musical "Dear Evan Hansen," grappling with grief, emotional distance, and the complexities of family relationships.
  • B. Bobby Murphy
    Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
  • C. Rob Dibble
    Rob Dibble is a former Major League Baseball relief pitcher best known as a dominant member of the Cincinnati Reds' late-1980s and early-1990s bullpen, particularly the "Nasty Boys" trio that helped secure the 1990 World Series title.
  • D. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • E. James Michael McConnell
    James Michael McConnell is an American gay rights activist and librarian best known for his role as one of the partners in the landmark same-sex marriage case Baker v. Nelson.
  • 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: Daniel "Spud" Murphy
Triple: [Trainspotting (novel), character, Daniel "Spud" Murphy]
Generated description
Daniel "Spud" Murphy is a hapless yet endearing heroin addict and close friend of Mark Renton in Irvine Welsh’s novel Trainspotting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daniel "Spud" Murphy
Target entity description: Daniel "Spud" Murphy is a hapless yet endearing heroin addict and close friend of Mark Renton in Irvine Welsh’s novel Trainspotting.
  • A. Larry Murphy
    Larry Murphy is a central father figure in the musical "Dear Evan Hansen," grappling with grief, emotional distance, and the complexities of family relationships.
  • B. Bobby Murphy
    Bobby Murphy is an American billionaire entrepreneur and software engineer best known as the co-founder and chief technology officer of Snapchat’s parent company, Snap Inc.
  • C. Rob Dibble
    Rob Dibble is a former Major League Baseball relief pitcher best known as a dominant member of the Cincinnati Reds' late-1980s and early-1990s bullpen, particularly the "Nasty Boys" trio that helped secure the 1990 World Series title.
  • D. Bryan Harper
    Bryan Harper is an American former professional baseball player and the older brother of MLB star Bryce Harper.
  • E. James Michael McConnell
    James Michael McConnell is an American gay rights activist and librarian best known for his role as one of the partners in the landmark same-sex marriage case Baker v. Nelson.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0913f1c8190ac9cfeb0f1c84a76 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b020e308190a6d5a50a8e808aba completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6b73bb688190bcade17d991c4862 completed March 9, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69ae6be4431c81909c9b4ad82226215d completed March 9, 2026, 6:42 a.m.
Created at: March 4, 2026, 7:47 p.m.