Triple

T12866863
Position Surface form Disambiguated ID Type / Status
Subject Clayhanger E307741 entity
Predicate includedIn P1393 FINISHED
Object Arnold Bennett’s Five Towns novels E626544 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Arnold Bennett’s Five Towns novels | Statement: [Clayhanger, includedIn, Arnold Bennett’s Five Towns novels]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arnold Bennett’s Five Towns novels
Context triple: [Clayhanger, includedIn, Arnold Bennett’s Five Towns novels]
  • A. Arnold Bennett’s Five Towns cycle chosen
    Arnold Bennett’s Five Towns cycle is a series of realist novels set in a fictionalized version of England’s Staffordshire Potteries, exploring the lives and social changes of its working- and middle-class inhabitants.
  • B. Thomas Hardy's Wessex novels
    Thomas Hardy's Wessex novels are a series of interrelated works set in a fictionalized rural southwest England, exploring themes of fate, social constraint, and tragic romance.
  • C. The Forsyte Saga
    The Forsyte Saga is a series of novels by John Galsworthy that chronicles the lives, conflicts, and moral dilemmas of an upper-middle-class English family from the late Victorian era into the early 20th century.
  • D. Arnold Bennett
    Arnold Bennett was a prominent English novelist and playwright best known for his realistic depictions of provincial life in the Potteries during the early 20th century.
  • E. Blackwood and Sons
    Blackwood and Sons was a prominent 19th-century Scottish publishing house known for issuing influential literary works and the periodical Blackwood's Magazine.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69d7bdf69bc48190af6c2621f28ca351 elicitation completed
NER batch_69d9708e0b788190b72a3057e271c227 ner completed
NED1 batch_69f69bb092b88190b159f1d79156cf86 ned_source_triple completed
Created at: April 9, 2026, 5:38 p.m.