Triple

T8085646
Position Surface form Disambiguated ID Type / Status
Subject Middle School series E188723 entity
Predicate hasVolume P1567 FINISHED
Object Middle School: Escape to Australia
Middle School: Escape to Australia is a humorous children's novel in James Patterson's Middle School series that follows Rafe Khatchadorian on a chaotic trip Down Under filled with misadventures and rule-breaking.
E711710 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: Escape to Australia | Statement: [Middle School series, hasVolume, Middle School: Escape to Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middle School: Escape to Australia
Context triple: [Middle School series, hasVolume, Middle School: Escape to Australia]
  • A. Ripley’s Rescue
    "Ripley’s Rescue" is a high-intensity action cue from James Horner’s score for the film *Aliens*, underscoring Ellen Ripley’s climactic mission to save Newt.
  • B. The Escape
    "The Escape" is a 1914 silent drama film directed by D.W. Griffith, featuring Mae Marsh in a prominent role.
  • C. Escapade
    "Escapade" is an upbeat, chart-topping pop and R&B single by Janet Jackson from her 1989 album "Janet Jackson's Rhythm Nation 1814."
  • D. Escape!
    "Escape!" is a science fiction short story by Isaac Asimov, part of his I, Robot collection, that explores the complexities and unintended consequences of advanced positronic computer intelligence.
  • E. The Valley of Adventure
    The Valley of Adventure is a children's adventure novel by Enid Blyton, featuring the recurring group of young protagonists who uncover mystery and danger in a remote, mountainous valley.
  • 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: Escape to Australia
Triple: [Middle School series, hasVolume, Middle School: Escape to Australia]
Generated description
Middle School: Escape to Australia is a humorous children's novel in James Patterson's Middle School series that follows Rafe Khatchadorian on a chaotic trip Down Under filled with misadventures and rule-breaking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middle School: Escape to Australia
Target entity description: Middle School: Escape to Australia is a humorous children's novel in James Patterson's Middle School series that follows Rafe Khatchadorian on a chaotic trip Down Under filled with misadventures and rule-breaking.
  • A. Ripley’s Rescue
    "Ripley’s Rescue" is a high-intensity action cue from James Horner’s score for the film *Aliens*, underscoring Ellen Ripley’s climactic mission to save Newt.
  • B. The Escape
    "The Escape" is a 1914 silent drama film directed by D.W. Griffith, featuring Mae Marsh in a prominent role.
  • C. Escapade
    "Escapade" is an upbeat, chart-topping pop and R&B single by Janet Jackson from her 1989 album "Janet Jackson's Rhythm Nation 1814."
  • D. Escape!
    "Escape!" is a science fiction short story by Isaac Asimov, part of his I, Robot collection, that explores the complexities and unintended consequences of advanced positronic computer intelligence.
  • E. The Valley of Adventure
    The Valley of Adventure is a children's adventure novel by Enid Blyton, featuring the recurring group of young protagonists who uncover mystery and danger in a remote, mountainous valley.
  • 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.