Triple
T2233595
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shabo language |
E49226
|
entity |
| Predicate | hasResearcher |
P28320
|
FINISHED |
| Object |
Mauro Tosco
Mauro Tosco is an Italian linguist known for his work on African languages, particularly Cushitic and other lesser-described languages.
|
E347769
|
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: Mauro Tosco | Statement: [Shabo language, hasResearcher, Mauro Tosco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mauro Tosco Context triple: [Shabo language, hasResearcher, Mauro Tosco]
-
A.
Pietro Antonio Solari
Pietro Antonio Solari was an Italian Renaissance architect and sculptor known for his work on the Moscow Kremlin’s fortifications and towers.
-
B.
Giuseppe Piermarini
Giuseppe Piermarini was an 18th-century Italian neoclassical architect best known for designing major public buildings in Milan, including the renowned opera house La Scala.
-
C.
Antonio Quarracino
Antonio Quarracino was an Argentine cardinal of the Roman Catholic Church who served as Archbishop of Buenos Aires and played a key role in the ecclesiastical career of Pope Francis.
-
D.
Paolo Riccio
Paolo Riccio was a 16th-century Jewish convert to Christianity, scholar, and theologian known for his influential writings that integrated Christian theology with Kabbalistic thought.
-
E.
Giovanni Molari
Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
- 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: Mauro Tosco Triple: [Shabo language, hasResearcher, Mauro Tosco]
Generated description
Mauro Tosco is an Italian linguist known for his work on African languages, particularly Cushitic and other lesser-described languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mauro Tosco Target entity description: Mauro Tosco is an Italian linguist known for his work on African languages, particularly Cushitic and other lesser-described languages.
-
A.
Pietro Antonio Solari
Pietro Antonio Solari was an Italian Renaissance architect and sculptor known for his work on the Moscow Kremlin’s fortifications and towers.
-
B.
Giuseppe Piermarini
Giuseppe Piermarini was an 18th-century Italian neoclassical architect best known for designing major public buildings in Milan, including the renowned opera house La Scala.
-
C.
Antonio Quarracino
Antonio Quarracino was an Argentine cardinal of the Roman Catholic Church who served as Archbishop of Buenos Aires and played a key role in the ecclesiastical career of Pope Francis.
-
D.
Paolo Riccio
Paolo Riccio was a 16th-century Jewish convert to Christianity, scholar, and theologian known for his influential writings that integrated Christian theology with Kabbalistic thought.
-
E.
Giovanni Molari
Giovanni Molari is an Italian academic and engineer who serves as rector of the historic University of Bologna.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0913f1c8190ac9cfeb0f1c84a76 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b319875d7c8190a43b3efd7d1e54c8 |
completed | March 12, 2026, 7:52 p.m. |
| NEDg | Description generation | batch_69b31aa3c8cc81909106baf503c9087b |
completed | March 12, 2026, 7:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31be1b1708190a2ca9e97110d51d3 |
completed | March 12, 2026, 8:02 p.m. |
Created at: March 4, 2026, 7:47 p.m.