Triple

T8987488
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth Hurley E214704 entity
Predicate spouse P13 FINISHED
Object Arun Nayar
Arun Nayar is an Indian-born British businessman and textile heir known for his high-profile marriage to actress and model Elizabeth Hurley.
 E771251 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: Arun Nayar | Statement: [Elizabeth Hurley, spouse, Arun Nayar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arun Nayar
Context triple: [Elizabeth Hurley, spouse, Arun Nayar]
  • A. Pankaj Roy
    Pankaj Roy was a prominent Indian opening batsman, best known for his world-record Test opening partnership with Vinoo Mankad in 1956.
  • B. Deepak Nayyar
    Deepak Nayyar is an Indian economist and academic known for his work on development economics and his leadership roles in major universities and international economic institutions.
  • C. Prashant Dalvi
    Prashant Dalvi is a prominent contemporary Marathi playwright known for his significant contributions to modern Marathi theatre.
  • D. Vikas Swarup
    Vikas Swarup is an Indian diplomat and novelist best known for his debut novel "Q & A," which was adapted into the Oscar-winning film "Slumdog Millionaire."
  • E. Rajam Gopalan
    Rajam Gopalan is a member of the Gopalan family, known primarily as a close relative of Indian-born cancer researcher and civil rights activist Shyamala Gopalan.
  • 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: Arun Nayar
Triple: [Elizabeth Hurley, spouse, Arun Nayar]
Generated description
Arun Nayar is an Indian-born British businessman and textile heir known for his high-profile marriage to actress and model Elizabeth Hurley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arun Nayar
Target entity description: Arun Nayar is an Indian-born British businessman and textile heir known for his high-profile marriage to actress and model Elizabeth Hurley.
  • A. Pankaj Roy
    Pankaj Roy was a prominent Indian opening batsman, best known for his world-record Test opening partnership with Vinoo Mankad in 1956.
  • B. Deepak Nayyar
    Deepak Nayyar is an Indian economist and academic known for his work on development economics and his leadership roles in major universities and international economic institutions.
  • C. Prashant Dalvi
    Prashant Dalvi is a prominent contemporary Marathi playwright known for his significant contributions to modern Marathi theatre.
  • D. Vikas Swarup
    Vikas Swarup is an Indian diplomat and novelist best known for his debut novel "Q & A," which was adapted into the Oscar-winning film "Slumdog Millionaire."
  • E. Rajam Gopalan
    Rajam Gopalan is a member of the Gopalan family, known primarily as a close relative of Indian-born cancer researcher and civil rights activist Shyamala Gopalan.
  • 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_69ca839f76bc8190a4b7123cdd682199 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67ef19108190ac518c4f744b6d60 completed April 1, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0c155cc819087f1060454da38e5 completed April 3, 2026, 2:37 p.m.
NEDg Description generation batch_69cfd15c82208190adc11bc6ab1b959b completed April 3, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69cfd1eb7f588190a7b7a4ccb48a51d9 completed April 3, 2026, 2:42 p.m.
Created at: March 30, 2026, 7:04 p.m.