Triple

T2228003
Position Surface form Disambiguated ID Type / Status
Subject Edward Witten E48697 entity
Predicate spouse P13 FINISHED
Object Chiara Nappi
Chiara Nappi is an Italian theoretical physicist known for her work in string theory and mathematical physics.
E249844 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: Chiara Nappi | Statement: [Edward Witten, spouse, Chiara Nappi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chiara Nappi
Context triple: [Edward Witten, spouse, Chiara Nappi]
  • A. Tharita Cesaroni
    Tharita Cesaroni is an Italian film producer and cinematographer known for her work behind the camera and for being married to actor Dermot Mulroney.
  • B. Francesca Cornelli
    Francesca Cornelli is an Italian economist and academic leader known for her research in corporate finance and for serving as dean of Northwestern University's Kellogg School of Management.
  • C. Giada Colagrande
    Giada Colagrande is an Italian film director, screenwriter, and actress known for her art-house films and frequent collaborations with her husband, actor Willem Dafoe.
  • D. Andrea Dotti
    Andrea Dotti was an Italian psychiatrist best known for being the second husband of actress Audrey Hepburn.
  • E. Rachele Guidi
    Rachele Guidi was the wife of Italian dictator Benito Mussolini and served as Italy’s First Lady during the Fascist era.
  • 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: Chiara Nappi
Triple: [Edward Witten, spouse, Chiara Nappi]
Generated description
Chiara Nappi is an Italian theoretical physicist known for her work in string theory and mathematical physics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chiara Nappi
Target entity description: Chiara Nappi is an Italian theoretical physicist known for her work in string theory and mathematical physics.
  • A. Tharita Cesaroni
    Tharita Cesaroni is an Italian film producer and cinematographer known for her work behind the camera and for being married to actor Dermot Mulroney.
  • B. Francesca Cornelli
    Francesca Cornelli is an Italian economist and academic leader known for her research in corporate finance and for serving as dean of Northwestern University's Kellogg School of Management.
  • C. Giada Colagrande
    Giada Colagrande is an Italian film director, screenwriter, and actress known for her art-house films and frequent collaborations with her husband, actor Willem Dafoe.
  • D. Andrea Dotti
    Andrea Dotti was an Italian psychiatrist best known for being the second husband of actress Audrey Hepburn.
  • E. Rachele Guidi
    Rachele Guidi was the wife of Italian dictator Benito Mussolini and served as Italy’s First Lady during the Fascist era.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0670ce48190b98814064bff0517 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71ba743081908e2697374e710681 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae73e2af5c8190a7dfbf5ff03e4edd completed March 9, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae745c7cfc81909ef4be9b73899058 completed March 9, 2026, 7:18 a.m.
Created at: March 4, 2026, 7:47 p.m.