Triple

T7686461
Position Surface form Disambiguated ID Type / Status
Subject MIT Senseable City Lab E174128 entity
Predicate founder P104 FINISHED
Object Carlo Ratti
Carlo Ratti is an Italian architect, engineer, and academic known for his pioneering work in urban innovation and data-driven design, particularly through his leadership at MIT and his design firm Carlo Ratti Associati.
E681689 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: Carlo Ratti | Statement: [MIT Senseable City Lab, founder, Carlo Ratti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carlo Ratti
Context triple: [MIT Senseable City Lab, founder, Carlo Ratti]
  • A. Wilson Bigaud
    Wilson Bigaud was a prominent Haitian painter known for his vivid, narrative murals and contributions to Haitian art, including major works in Port-au-Prince’s Holy Trinity Cathedral.
  • B. Vittorio Gregotti
    Vittorio Gregotti was an influential Italian architect and urban planner known for his modernist designs and major cultural and sports complexes in Italy and abroad.
  • C. Ricardo Scofidio
    Ricardo Scofidio is an American architect and co-founder of the interdisciplinary design studio Diller Scofidio + Renfro, known for innovative cultural and urban projects such as New York’s High Line and the renovation of Lincoln Center.
  • D. Gaetano Pesce
    Gaetano Pesce is an Italian architect and designer renowned for his experimental, colorful furniture and use of unconventional materials that challenge traditional design norms.
  • E. Mario Botta
    Mario Botta is a renowned Swiss architect known for his bold geometric forms and prominent cultural projects around the world.
  • 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: Carlo Ratti
Triple: [MIT Senseable City Lab, founder, Carlo Ratti]
Generated description
Carlo Ratti is an Italian architect, engineer, and academic known for his pioneering work in urban innovation and data-driven design, particularly through his leadership at MIT and his design firm Carlo Ratti Associati.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carlo Ratti
Target entity description: Carlo Ratti is an Italian architect, engineer, and academic known for his pioneering work in urban innovation and data-driven design, particularly through his leadership at MIT and his design firm Carlo Ratti Associati.
  • A. Wilson Bigaud
    Wilson Bigaud was a prominent Haitian painter known for his vivid, narrative murals and contributions to Haitian art, including major works in Port-au-Prince’s Holy Trinity Cathedral.
  • B. Vittorio Gregotti
    Vittorio Gregotti was an influential Italian architect and urban planner known for his modernist designs and major cultural and sports complexes in Italy and abroad.
  • C. Ricardo Scofidio
    Ricardo Scofidio is an American architect and co-founder of the interdisciplinary design studio Diller Scofidio + Renfro, known for innovative cultural and urban projects such as New York’s High Line and the renovation of Lincoln Center.
  • D. Gaetano Pesce
    Gaetano Pesce is an Italian architect and designer renowned for his experimental, colorful furniture and use of unconventional materials that challenge traditional design norms.
  • E. Mario Botta
    Mario Botta is a renowned Swiss architect known for his bold geometric forms and prominent cultural projects around the world.
  • 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_69c6995840408190a19de6c51090f46f completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7022352088190b2510d5fac55864f completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a25c2a308190908ffdd2f0b7262f completed March 29, 2026, 3:54 a.m.
NEDg Description generation batch_69c8a37c995881908c71791c6cc002f3 completed March 29, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3fe63a4819086bcb5f80cdbd30b completed March 29, 2026, 4:01 a.m.
Created at: March 27, 2026, 4:02 p.m.