Triple
T5413014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Florentine guilds |
E121055
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Arte dei Chiavaioli
Arte dei Chiavaioli was a minor medieval Florentine guild representing locksmiths and makers of keys and metal fittings.
|
E519129
|
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: Arte dei Chiavaioli | Statement: [Florentine guilds, hasPart, Arte dei Chiavaioli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arte dei Chiavaioli Context triple: [Florentine guilds, hasPart, Arte dei Chiavaioli]
-
A.
Arte dei Beccai
Arte dei Beccai was a medieval Florentine trade guild representing butchers and meat sellers within the city’s powerful guild system.
-
B.
Arte dei Legnaioli
Arte dei Legnaioli was a minor medieval Florentine craft guild that organized and regulated the city’s woodworkers and carpenters.
-
C.
Arte dei Oliandoli e Pizzicagnoli
Arte dei Oliandoli e Pizzicagnoli was a minor medieval Florentine guild that brought together merchants dealing in oil, cheese, and other foodstuffs.
-
D.
Arte dei Fabbri
Arte dei Fabbri was the medieval Florentine guild of blacksmiths and metalworkers, influential in the city’s economic and civic life.
-
E.
Arte dei Linaioli e Rigattieri
Arte dei Linaioli e Rigattieri was a Florentine guild that represented linen drapers and second-hand clothes dealers, playing a key role in the city’s textile and resale trades during the late Middle Ages and 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: Arte dei Chiavaioli Triple: [Florentine guilds, hasPart, Arte dei Chiavaioli]
Generated description
Arte dei Chiavaioli was a minor medieval Florentine guild representing locksmiths and makers of keys and metal fittings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arte dei Chiavaioli Target entity description: Arte dei Chiavaioli was a minor medieval Florentine guild representing locksmiths and makers of keys and metal fittings.
-
A.
Arte dei Beccai
Arte dei Beccai was a medieval Florentine trade guild representing butchers and meat sellers within the city’s powerful guild system.
-
B.
Arte dei Legnaioli
Arte dei Legnaioli was a minor medieval Florentine craft guild that organized and regulated the city’s woodworkers and carpenters.
-
C.
Arte dei Oliandoli e Pizzicagnoli
Arte dei Oliandoli e Pizzicagnoli was a minor medieval Florentine guild that brought together merchants dealing in oil, cheese, and other foodstuffs.
-
D.
Arte dei Fabbri
chosen
Arte dei Fabbri was the medieval Florentine guild of blacksmiths and metalworkers, influential in the city’s economic and civic life.
-
E.
Arte dei Linaioli e Rigattieri
Arte dei Linaioli e Rigattieri was a Florentine guild that represented linen drapers and second-hand clothes dealers, playing a key role in the city’s textile and resale trades during the late Middle Ages and Renaissance.
- F. None of above.
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_69bd463a41cc8190b32ff5af2b96ca93 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87bb3c0c81908711784bc865ff03 |
completed | March 20, 2026, 5:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4121edc4819081fdb79dcc182540 |
completed | March 22, 2026, 1:08 a.m. |
| NEDg | Description generation | batch_69bf428d60348190a1368e81d8bf354d |
completed | March 22, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf42e470e0819091d1410e717c2470 |
completed | March 22, 2026, 1:16 a.m. |
Created at: March 20, 2026, 2:05 p.m.