Triple
T8655822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan City of Florence |
E205412
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Empoli
Empoli is a Tuscan town in central Italy known for its historical center, industrial and agricultural activities, and location along the Arno River west of Florence.
|
E751972
|
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: Empoli | Statement: [Metropolitan City of Florence, contains, Empoli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Empoli Context triple: [Metropolitan City of Florence, contains, Empoli]
-
A.
Empoli
Empoli is an Italian professional football club based in Empoli, Tuscany, known for competing in Serie A and developing talented players.
-
B.
Reggiana
Reggiana is an Italian football club based in Reggio Emilia, historically known for competing in the country’s professional leagues.
-
C.
Carpi
Carpi is a town in the Emilia-Romagna region of northern Italy, known for its historic center and textile industry.
-
D.
Sassuolo
Sassuolo is an Italian town in the Emilia-Romagna region, known for its ceramics industry and football club U.S. Sassuolo Calcio.
-
E.
Empoli FC
Empoli FC is an Italian professional football club based in Empoli, Tuscany, known for competing in Serie A and for its regional rivalry with Fiorentina.
- 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: Empoli Triple: [Metropolitan City of Florence, contains, Empoli]
Generated description
Empoli is a Tuscan town in central Italy known for its historical center, industrial and agricultural activities, and location along the Arno River west of Florence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Empoli Target entity description: Empoli is a Tuscan town in central Italy known for its historical center, industrial and agricultural activities, and location along the Arno River west of Florence.
-
A.
Empoli
Empoli is an Italian professional football club based in Empoli, Tuscany, known for competing in Serie A and developing talented players.
-
B.
Reggiana
Reggiana is an Italian football club based in Reggio Emilia, historically known for competing in the country’s professional leagues.
-
C.
Carpi
Carpi is a town in the Emilia-Romagna region of northern Italy, known for its historic center and textile industry.
-
D.
Sassuolo
Sassuolo is an Italian town in the Emilia-Romagna region, known for its ceramics industry and football club U.S. Sassuolo Calcio.
-
E.
Empoli FC
Empoli FC is an Italian professional football club based in Empoli, Tuscany, known for competing in Serie A and for its regional rivalry with Fiorentina.
- 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_69ca8350897c819086cde7596fbe5fe7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4844586081909b687e278496eefa |
completed | March 31, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef373a22c8190931b4107c68e7017 |
completed | April 2, 2026, 10:53 p.m. |
| NEDg | Description generation | batch_69cef52000048190bc5451cfb6446ced |
completed | April 2, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef809df548190b4f9ecc709b3b065 |
completed | April 2, 2026, 11:13 p.m. |
Created at: March 30, 2026, 6:29 p.m.