Triple

T8602994
Position Surface form Disambiguated ID Type / Status
Subject TBWA Worldwide E203723 entity
Predicate founder P104 FINISHED
Object Paolo Ajroldi
Paolo Ajroldi is an advertising executive best known for co-founding the global marketing and communications agency TBWA Worldwide.
 E896387 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: Paolo Ajroldi | Statement: [TBWA Worldwide, founder, Paolo Ajroldi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paolo Ajroldi
Context triple: [TBWA Worldwide, founder, Paolo Ajroldi]
  • A. Luigi Airoldi
    Luigi Airoldi is an Italian mountaineer known for pioneering significant alpine routes, including the first ascent of Cassin's Ridge.
  • B. Guido Molinari
    Guido Molinari was a Canadian abstract painter renowned for his hard-edge geometric compositions and influential role in the development of modern art in Quebec.
  • C. Franco Arcalli
    Franco Arcalli was an Italian film editor and screenwriter known for his innovative work on influential European art films of the 1960s and 1970s.
  • D. Paolo Frisi
    Paolo Frisi was an 18th-century Italian mathematician, astronomer, and Catholic priest known for his contributions to hydraulics, astronomy, and the scientific culture of the Enlightenment in Milan.
  • E. Carlo Rainaldi
    Carlo Rainaldi was a prominent 17th-century Italian Baroque architect known for designing several major churches and urban monuments in Rome.
  • 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: Paolo Ajroldi
Triple: [TBWA Worldwide, founder, Paolo Ajroldi]
Generated description
Paolo Ajroldi is an advertising executive best known for co-founding the global marketing and communications agency TBWA Worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paolo Ajroldi
Target entity description: Paolo Ajroldi is an advertising executive best known for co-founding the global marketing and communications agency TBWA Worldwide.
  • A. Luigi Airoldi
    Luigi Airoldi is an Italian mountaineer known for pioneering significant alpine routes, including the first ascent of Cassin's Ridge.
  • B. Guido Molinari
    Guido Molinari was a Canadian abstract painter renowned for his hard-edge geometric compositions and influential role in the development of modern art in Quebec.
  • C. Franco Arcalli
    Franco Arcalli was an Italian film editor and screenwriter known for his innovative work on influential European art films of the 1960s and 1970s.
  • D. Paolo Frisi
    Paolo Frisi was an 18th-century Italian mathematician, astronomer, and Catholic priest known for his contributions to hydraulics, astronomy, and the scientific culture of the Enlightenment in Milan.
  • E. Carlo Rainaldi
    Carlo Rainaldi was a prominent 17th-century Italian Baroque architect known for designing several major churches and urban monuments in Rome.
  • 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_69ca832b56948190ba751cec255308f1 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46dc23448190a5eb63455578427e completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69e2d62cce008190ae269bbd289625a0 completed April 18, 2026, 12:54 a.m.
NEDg Description generation batch_69e2fab58f588190ae2d33f32e71333b completed April 18, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e317809c0881909e793db965194014 completed April 18, 2026, 5:32 a.m.
Created at: March 30, 2026, 6:24 p.m.