Triple

T8085651
Position Surface form Disambiguated ID Type / Status
Subject Middle School series E188723 entity
Predicate hasVolume P1567 FINISHED
Object Middle School: Million-Dollar Mess
Middle School: Million-Dollar Mess is a humorous children's novel in James Patterson's Middle School series that follows Rafe Khatchadorian as he navigates chaotic money-making schemes and school-life mishaps.
E711715 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: Middle School: Million-Dollar Mess | Statement: [Middle School series, hasVolume, Middle School: Million-Dollar Mess]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middle School: Million-Dollar Mess
Context triple: [Middle School series, hasVolume, Middle School: Million-Dollar Mess]
  • A. The Money Mill
    The Money Mill is a silent-era American film produced by the Vitagraph Company of America.
  • B. The Millionaire
    The Millionaire is a 1931 American pre-Code comedy film starring George Arliss as a retired businessman who secretly returns to work, produced by Warner Bros. and associated with filmmaker Bryan Foy.
  • C. The Big Money
    The Big Money is a 1936 novel by John Dos Passos, best known as the third volume of his U.S.A. trilogy, which critiques American capitalism and society in the early 20th century through experimental narrative techniques.
  • D. Million Dollar Staircase
    The Million Dollar Staircase is an ornate, late-19th-century grand staircase renowned for its elaborate stone carvings and opulent design inside the New York State Capitol in Albany.
  • E. Million Dollar Game
    Million Dollar Game was the championship matchup of the original XFL football league, notable for its high-stakes prize and single-season existence.
  • 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: Middle School: Million-Dollar Mess
Triple: [Middle School series, hasVolume, Middle School: Million-Dollar Mess]
Generated description
Middle School: Million-Dollar Mess is a humorous children's novel in James Patterson's Middle School series that follows Rafe Khatchadorian as he navigates chaotic money-making schemes and school-life mishaps.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middle School: Million-Dollar Mess
Target entity description: Middle School: Million-Dollar Mess is a humorous children's novel in James Patterson's Middle School series that follows Rafe Khatchadorian as he navigates chaotic money-making schemes and school-life mishaps.
  • A. The Money Mill
    The Money Mill is a silent-era American film produced by the Vitagraph Company of America.
  • B. The Millionaire
    The Millionaire is a 1931 American pre-Code comedy film starring George Arliss as a retired businessman who secretly returns to work, produced by Warner Bros. and associated with filmmaker Bryan Foy.
  • C. The Big Money
    The Big Money is a 1936 novel by John Dos Passos, best known as the third volume of his U.S.A. trilogy, which critiques American capitalism and society in the early 20th century through experimental narrative techniques.
  • D. Million Dollar Staircase
    The Million Dollar Staircase is an ornate, late-19th-century grand staircase renowned for its elaborate stone carvings and opulent design inside the New York State Capitol in Albany.
  • E. Million Dollar Game
    Million Dollar Game was the championship matchup of the original XFL football league, notable for its high-stakes prize and single-season existence.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb415f73808190b69db386b447062e completed March 31, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc6402e41c819095442775938d4282 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68647cec81909736383fbe73d2e8 completed April 1, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69cc69b93bbc8190be2338182dd57b17 completed April 1, 2026, 12:41 a.m.
Created at: March 30, 2026, 5:29 p.m.