Triple

T7213429
Position Surface form Disambiguated ID Type / Status
Subject Giulio Tremonti E149466 entity
Predicate familyName P18 FINISHED
Object Tremonti
Tremonti is an Italian surname most notably associated with Giulio Tremonti, a prominent economist and former Minister of Economy and Finance in Italy.
 E649026 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: Tremonti | Statement: [Giulio Tremonti, familyName, Tremonti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tremonti
Context triple: [Giulio Tremonti, familyName, Tremonti]
  • A. Marty Friedman
    Marty Friedman is an American guitarist renowned for his virtuosic, melodic playing style and influential work in thrash and neoclassical metal, as well as his later career in Japan as a musician and television personality.
  • B. Troy Sanders
    Troy Sanders is an American musician best known as the bassist and vocalist for the progressive metal band Mastodon.
  • C. Squyres
    Squyres is a surname most notably associated with individuals such as film editor Tim Squyres.
  • D. Michael Franklin
    Michael Franklin is a prominent American computer scientist known for his contributions to data management, distributed systems, and leadership roles in academia and industry.
  • E. Keith Crofford
    Keith Crofford is an American television producer best known for his work with Adult Swim, where he helped develop and oversee popular animated series including Robot Chicken.
  • 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: Tremonti
Triple: [Giulio Tremonti, familyName, Tremonti]
Generated description
Tremonti is an Italian surname most notably associated with Giulio Tremonti, a prominent economist and former Minister of Economy and Finance in Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tremonti
Target entity description: Tremonti is an Italian surname most notably associated with Giulio Tremonti, a prominent economist and former Minister of Economy and Finance in Italy.
  • A. Marty Friedman
    Marty Friedman is an American guitarist renowned for his virtuosic, melodic playing style and influential work in thrash and neoclassical metal, as well as his later career in Japan as a musician and television personality.
  • B. Troy Sanders
    Troy Sanders is an American musician best known as the bassist and vocalist for the progressive metal band Mastodon.
  • C. Squyres
    Squyres is a surname most notably associated with individuals such as film editor Tim Squyres.
  • D. Michael Franklin
    Michael Franklin is a prominent American computer scientist known for his contributions to data management, distributed systems, and leadership roles in academia and industry.
  • E. Keith Crofford
    Keith Crofford is an American television producer best known for his work with Adult Swim, where he helped develop and oversee popular animated series including Robot Chicken.
  • 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_69c687eca814819095abb52316b1af80 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e98b61448190add3624a818fdc7b completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfcec3448190ab29c3742aa167ae completed March 28, 2026, 11:47 a.m.
NEDg Description generation batch_69c7c05a1f548190914a9b2ba98cbef2 completed March 28, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7c0e6b508819093092e3516a9ec46 completed March 28, 2026, 11:52 a.m.
Created at: March 27, 2026, 2:53 p.m.