Triple

T4311136
Position Surface form Disambiguated ID Type / Status
Subject Ruth Prawer Jhabvala E94076 entity
Predicate notableWork P4 FINISHED
Object Heat and Dust
"Heat and Dust" is a Booker Prize–winning novel by Ruth Prawer Jhabvala that interweaves parallel stories of two Englishwomen in India, exploring themes of colonialism, desire, and cultural clash.
E429994 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: Heat and Dust | Statement: [Ruth Prawer Jhabvala, notableWork, Heat and Dust]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heat and Dust
Context triple: [Ruth Prawer Jhabvala, notableWork, Heat and Dust]
  • A. A Passage to India
    A Passage to India is a 1984 British drama film directed by David Lean, adapted from E.M. Forster’s novel about cultural tensions and colonial rule in British-occupied India.
  • B. A Fine Balance
    A Fine Balance is a critically acclaimed novel by Rohinton Mistry that portrays the intertwined lives of four characters in 1970s India amid political turmoil and social injustice.
  • C. The Soul of India
    The Soul of India is a work by Indian nationalist leader and social reformer Bipin Chandra Pal that reflects on India's spiritual heritage and national identity.
  • D. India as I Knew It
    "India as I Knew It" is a memoir by British colonial administrator Michael O’Dwyer recounting his experiences and perspectives while serving in British-ruled India, particularly during the period surrounding the Jallianwala Bagh massacre.
  • E. The Discovery of India
    The Discovery of India is a seminal historical and cultural work by Jawaharlal Nehru that traces the evolution of Indian civilization and nationalism, written during his imprisonment in the 1940s.
  • 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: Heat and Dust
Triple: [Ruth Prawer Jhabvala, notableWork, Heat and Dust]
Generated description
"Heat and Dust" is a Booker Prize–winning novel by Ruth Prawer Jhabvala that interweaves parallel stories of two Englishwomen in India, exploring themes of colonialism, desire, and cultural clash.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heat and Dust
Target entity description: "Heat and Dust" is a Booker Prize–winning novel by Ruth Prawer Jhabvala that interweaves parallel stories of two Englishwomen in India, exploring themes of colonialism, desire, and cultural clash.
  • A. A Passage to India
    A Passage to India is a 1984 British drama film directed by David Lean, adapted from E.M. Forster’s novel about cultural tensions and colonial rule in British-occupied India.
  • B. A Fine Balance
    A Fine Balance is a critically acclaimed novel by Rohinton Mistry that portrays the intertwined lives of four characters in 1970s India amid political turmoil and social injustice.
  • C. The Soul of India
    The Soul of India is a work by Indian nationalist leader and social reformer Bipin Chandra Pal that reflects on India's spiritual heritage and national identity.
  • D. India as I Knew It
    "India as I Knew It" is a memoir by British colonial administrator Michael O’Dwyer recounting his experiences and perspectives while serving in British-ruled India, particularly during the period surrounding the Jallianwala Bagh massacre.
  • E. The Discovery of India
    The Discovery of India is a seminal historical and cultural work by Jawaharlal Nehru that traces the evolution of Indian civilization and nationalism, written during his imprisonment in the 1940s.
  • 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_69b3451886588190a3dd1305ea7c58dc completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b350d6cba08190a9440cee7b9dc40d completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c75cd5c481908f76c510fec678f9 completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c8dc06c48190acc7e6ef33cfa80c completed March 14, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69b5c993a9388190a52e573b013dbe29 completed March 14, 2026, 8:48 p.m.
Created at: March 12, 2026, 11:11 p.m.