Triple
T4284951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piero della Francesca |
E97244
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Luca Pacioli
Luca Pacioli was a Renaissance Italian mathematician and Franciscan friar, best known for popularizing double-entry bookkeeping and writing influential works on arithmetic, geometry, and accounting.
|
E426893
|
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: Luca Pacioli | Statement: [Piero della Francesca, influenced, Luca Pacioli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luca Pacioli Context triple: [Piero della Francesca, influenced, Luca Pacioli]
-
A.
Gerolamo Cardano
Gerolamo Cardano was a 16th-century Italian mathematician, physician, and polymath best known for his work on the solutions of cubic and quartic equations and his influential writings in probability and algebra.
-
B.
Albertus Pighius
Albertus Pighius was a 16th-century Dutch Catholic theologian and humanist known for his vigorous defense of papal authority and opposition to Protestant reformers like John Calvin.
-
C.
Leon Battista Alberti
Leon Battista Alberti was a 15th-century Italian humanist, architect, and theorist whose writings and designs helped define the principles of Renaissance art and architecture.
-
D.
Piero della Francesca
Piero della Francesca was a 15th-century Italian Renaissance painter and mathematician renowned for his serene, geometrically structured compositions and pioneering use of linear perspective.
-
E.
Francesco Patrizi
Francesco Patrizi was a 16th-century Italian philosopher and humanist best known for his influential revival and systematic development of Platonist thought during the Renaissance.
- 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: Luca Pacioli Triple: [Piero della Francesca, influenced, Luca Pacioli]
Generated description
Luca Pacioli was a Renaissance Italian mathematician and Franciscan friar, best known for popularizing double-entry bookkeeping and writing influential works on arithmetic, geometry, and accounting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luca Pacioli Target entity description: Luca Pacioli was a Renaissance Italian mathematician and Franciscan friar, best known for popularizing double-entry bookkeeping and writing influential works on arithmetic, geometry, and accounting.
-
A.
Gerolamo Cardano
Gerolamo Cardano was a 16th-century Italian mathematician, physician, and polymath best known for his work on the solutions of cubic and quartic equations and his influential writings in probability and algebra.
-
B.
Albertus Pighius
Albertus Pighius was a 16th-century Dutch Catholic theologian and humanist known for his vigorous defense of papal authority and opposition to Protestant reformers like John Calvin.
-
C.
Leon Battista Alberti
Leon Battista Alberti was a 15th-century Italian humanist, architect, and theorist whose writings and designs helped define the principles of Renaissance art and architecture.
-
D.
Piero della Francesca
Piero della Francesca was a 15th-century Italian Renaissance painter and mathematician renowned for his serene, geometrically structured compositions and pioneering use of linear perspective.
-
E.
Francesco Patrizi
Francesco Patrizi was a 16th-century Italian philosopher and humanist best known for his influential revival and systematic development of Platonist thought during the Renaissance.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505bff588190919a4ef547f607c2 |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c2023c8190a2359f8cabcecd2c |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b94471588190a27e7df972f072b1 |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5ba4262b481908378f7ebdc9a7c9c |
completed | March 14, 2026, 7:42 p.m. |
Created at: March 12, 2026, 11:07 p.m.