Triple
T14860289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | constructor theory |
E349468
|
entity |
| Predicate | coDevelopedBy |
P3324
|
FINISHED |
| Object |
Chiara Marletto
Chiara Marletto is an Italian theoretical physicist at the University of Oxford known for pioneering constructor theory and contributing to the foundations of quantum physics and information.
|
E1124195
|
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 Marletto | Statement: [constructor theory, coDevelopedBy, Chiara Marletto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chiara Marletto Context triple: [constructor theory, coDevelopedBy, Chiara Marletto]
-
A.
Richard Jozsa
Richard Jozsa is a theoretical physicist and mathematician known for his pioneering contributions to quantum information theory and quantum computation.
-
B.
Niven Busch
Niven Busch was an American novelist and screenwriter known for his work on hardboiled crime and film noir adaptations in Hollywood’s classic era.
-
C.
Daniele C. Struppa
Daniele C. Struppa is an Italian-American mathematician and academic leader known for his work in functional analysis and for serving as president of Chapman University.
-
D.
Scott Aaronson
Scott Aaronson is a prominent theoretical computer scientist known for his work on quantum computing and computational complexity, as well as for his accessible popular science writing.
-
E.
Parambrata Chattopadhyay
Parambrata Chattopadhyay is an Indian actor and director primarily known for his work in Bengali cinema and for his acclaimed performance in the Hindi film "Kahaani."
- 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 Marletto Triple: [constructor theory, coDevelopedBy, Chiara Marletto]
Generated description
Chiara Marletto is an Italian theoretical physicist at the University of Oxford known for pioneering constructor theory and contributing to the foundations of quantum physics and information.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chiara Marletto Target entity description: Chiara Marletto is an Italian theoretical physicist at the University of Oxford known for pioneering constructor theory and contributing to the foundations of quantum physics and information.
-
A.
Richard Jozsa
Richard Jozsa is a theoretical physicist and mathematician known for his pioneering contributions to quantum information theory and quantum computation.
-
B.
Niven Busch
Niven Busch was an American novelist and screenwriter known for his work on hardboiled crime and film noir adaptations in Hollywood’s classic era.
-
C.
Daniele C. Struppa
Daniele C. Struppa is an Italian-American mathematician and academic leader known for his work in functional analysis and for serving as president of Chapman University.
-
D.
Scott Aaronson
Scott Aaronson is a prominent theoretical computer scientist known for his work on quantum computing and computational complexity, as well as for his accessible popular science writing.
-
E.
Parambrata Chattopadhyay
Parambrata Chattopadhyay is an Indian actor and director primarily known for his work in Bengali cinema and for his acclaimed performance in the Hindi film "Kahaani."
- 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_69d822ed7e1881909b90fca143ad7e34 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded573cba881908d6d9ac570a64e5f |
completed | April 15, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe650a43bc8190b836fe690d2a3c71 |
completed | May 8, 2026, 10:34 p.m. |
| NEDg | Description generation | batch_69fe66a5f3a88190827c6c9247323153 |
completed | May 8, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6736ff34819098524e4401a414aa |
completed | May 8, 2026, 10:44 p.m. |
Created at: April 10, 2026, 1:54 a.m.