Triple
T15969944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vergiate |
E387292
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Malpensa Airport area
Malpensa Airport area is the surrounding region of Milan Malpensa Airport in northern Italy, characterized by its major international air traffic hub, logistics facilities, and nearby industrial and commercial zones.
|
E1186291
|
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: Malpensa Airport area | Statement: [Vergiate, locatedNear, Malpensa Airport area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malpensa Airport area Context triple: [Vergiate, locatedNear, Malpensa Airport area]
-
A.
Linate district of Milan
The Linate district of Milan is an eastern suburban area of the city best known for hosting Milan’s Linate Airport and related transport and commercial facilities.
-
B.
Monza urban area
The Monza urban area is the principal metropolitan zone centered on the city of Monza in northern Italy, known for its dense population, economic activity, and proximity to Milan.
-
C.
Vergiate
Vergiate is a town in the Lombardy region of northern Italy known for its significant aerospace and helicopter manufacturing facilities.
-
D.
Cernusco sul Naviglio
Cernusco sul Naviglio is a suburban town in northern Italy, located near Milan and known for its historic center and position along the Naviglio Martesana canal.
-
E.
Porta Volta area of Milan
The Porta Volta area of Milan is a historic district in the northwestern part of the city, known for its former city gate, major road junction, and recent cultural and architectural redevelopment.
- 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: Malpensa Airport area Triple: [Vergiate, locatedNear, Malpensa Airport area]
Generated description
Malpensa Airport area is the surrounding region of Milan Malpensa Airport in northern Italy, characterized by its major international air traffic hub, logistics facilities, and nearby industrial and commercial zones.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malpensa Airport area Target entity description: Malpensa Airport area is the surrounding region of Milan Malpensa Airport in northern Italy, characterized by its major international air traffic hub, logistics facilities, and nearby industrial and commercial zones.
-
A.
Linate district of Milan
The Linate district of Milan is an eastern suburban area of the city best known for hosting Milan’s Linate Airport and related transport and commercial facilities.
-
B.
Monza urban area
The Monza urban area is the principal metropolitan zone centered on the city of Monza in northern Italy, known for its dense population, economic activity, and proximity to Milan.
-
C.
Vergiate
Vergiate is a town in the Lombardy region of northern Italy known for its significant aerospace and helicopter manufacturing facilities.
-
D.
Cernusco sul Naviglio
Cernusco sul Naviglio is a suburban town in northern Italy, located near Milan and known for its historic center and position along the Naviglio Martesana canal.
-
E.
Porta Volta area of Milan
The Porta Volta area of Milan is a historic district in the northwestern part of the city, known for its former city gate, major road junction, and recent cultural and architectural redevelopment.
- 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157291214819088d65e984609e42c |
completed | April 16, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe88fa308190942d37cf67458396 |
completed | May 9, 2026, 11:08 p.m. |
| NEDg | Description generation | batch_69ffbf3f40288190a59646124e06a864 |
completed | May 9, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbfddd0348190baab794f613c71bf |
completed | May 9, 2026, 11:14 p.m. |
Created at: April 10, 2026, 4:54 a.m.