Triple
T3707458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vilfredo Pareto |
E80927
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Pareto
Pareto is an Italian surname most famously associated with economist and sociologist Vilfredo Pareto, whose work led to the Pareto principle (the 80/20 rule).
|
E382866
|
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: Pareto | Statement: [Vilfredo Pareto, familyName, Pareto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pareto Context triple: [Vilfredo Pareto, familyName, Pareto]
-
A.
Mansueto
Mansueto is an Italian-origin surname most notably associated with billionaire entrepreneur and Morningstar founder Joe Mansueto.
-
B.
Reinhart
Reinhart is a Germanic given name and surname, historically associated with meanings like "brave counsel" and appearing in various European cultural and literary traditions.
-
C.
Papaleo
Papaleo is the Italian surname of legendary American featherweight boxing champion Willie Pep, born Guglielmo Papaleo.
-
D.
Bertrando
Bertrando is an Italian given name and surname, historically borne by several notable figures including nobles and churchmen.
-
E.
Perron
Perron is a surname of French origin, often considered a variant of the name Perrin.
- 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: Pareto Triple: [Vilfredo Pareto, familyName, Pareto]
Generated description
Pareto is an Italian surname most famously associated with economist and sociologist Vilfredo Pareto, whose work led to the Pareto principle (the 80/20 rule).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pareto Target entity description: Pareto is an Italian surname most famously associated with economist and sociologist Vilfredo Pareto, whose work led to the Pareto principle (the 80/20 rule).
-
A.
Mansueto
Mansueto is an Italian-origin surname most notably associated with billionaire entrepreneur and Morningstar founder Joe Mansueto.
-
B.
Reinhart
Reinhart is a Germanic given name and surname, historically associated with meanings like "brave counsel" and appearing in various European cultural and literary traditions.
-
C.
Papaleo
Papaleo is the Italian surname of legendary American featherweight boxing champion Willie Pep, born Guglielmo Papaleo.
-
D.
Bertrando
Bertrando is an Italian given name and surname, historically borne by several notable figures including nobles and churchmen.
-
E.
Perron
Perron is a surname of French origin, often considered a variant of the name Perrin.
- 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_69ad8b1793888190a5f70e4b21dc05a1 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adc57edd748190a006e15fa0248679 |
completed | March 8, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce0216bc8190b44d2950b7cb24c3 |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4d1c2a384819090520b42574d6db5 |
completed | March 14, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d272436081909ace50a69524c672 |
completed | March 14, 2026, 3:13 a.m. |
Created at: March 8, 2026, 3:33 p.m.